Last Received
funnyordie
Mon, 08 Dec 2025 17:28
vanchina2
Mon, 08 Dec 2025 17:23
support
Mon, 08 Dec 2025 17:20
jonbobby
Mon, 08 Dec 2025 17:12
nbobby
Mon, 08 Dec 2025 17:04
ail
Mon, 08 Dec 2025 16:52
liamont
Mon, 08 Dec 2025 16:45
gp6dd
Mon, 08 Dec 2025 16:35
bby
Mon, 08 Dec 2025 16:33
cb322c5
Mon, 08 Dec 2025 16:32
Newest Addresses
cnn
Thu, 27 Nov 2025 20:34
theverge
Wed, 26 Nov 2025 22:45
boxhero
Sun, 23 Nov 2025 17:25
dtlrs
Fri, 21 Nov 2025 00:02
dieratech
Wed, 19 Nov 2025 19:00
theoriginalunderground
Wed, 19 Nov 2025 15:03
worldwithoutexploitation
Mon, 17 Nov 2025 16:08
mjvelazquez
Tue, 11 Nov 2025 17:33
codenewsletter
Tue, 11 Nov 2025 02:13
edit
Tue, 11 Nov 2025 00:33
Last Read
thenewstack
Mon, 08 Dec 2025 17:36
cb322c5
Mon, 08 Dec 2025 17:35
gp6
Mon, 08 Dec 2025 17:35
by
Mon, 08 Dec 2025 17:35
l
Mon, 08 Dec 2025 17:34
jonbobby
Mon, 08 Dec 2025 17:34
vanchina2
Mon, 08 Dec 2025 17:34
nomailnn
Mon, 08 Dec 2025 17:34
bobby
Mon, 08 Dec 2025 17:33
theverge
Mon, 08 Dec 2025 17:33
Most Received
ail
128475
gp6
109119
jonbobby
83391
gp6dd
83242
bobby
63172
mydailymoment
59767
cb322c5
55649
vanchina2
54979
liamont
52602
funnyordie
50944
Available Messages
The following is a list of recent messages for thenewstack. Select one to see the content. Messages are removed frequently. Check early. Check often.
Subject
Received
TNS Daily | December 5
Fri, 05 Dec 2025 23:06:31 GMT
TNS Daily | December 4
Thu, 04 Dec 2025 23:06:11 GMT
TNS Daily | December 3
Wed, 03 Dec 2025 23:01:14 GMT
TNS Daily | December 2
Tue, 02 Dec 2025 23:01:12 GMT
TNS Daily | December 1
Mon, 01 Dec 2025 22:59:51 GMT
Selected Message
From: tns@...
To: [email protected]
Date: Wed, 03 Dec 2025 23:01:14 GMT
Subject: TNS Daily | December 3
To: [email protected]
Date: Wed, 03 Dec 2025 23:01:14 GMT
Subject: TNS Daily | December 3
- Plain Text
- HTML Content
- HTML Source
Plain Text
DocumentDB: MongoDB Meets Postgres for AI
December 3, 2025
DocumentDB: MongoDB Meets Postgres for AI
Do we need a new database option? Microsoft seems to think so: DocumentDB is a new open source database solution donated by Microsoft to the Linux Foundation. Research analyst and technology journalist Jelani Harper reports that DocumentDB combines the flexibility of MongoDB’s schema-less document store with the reliability and extensibility of PostgreSQL. Jelani notes that DocumentDB’s schema-free design and ability to store complex session history make it an ideal foundation for generative AI applications (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23gP0xW7lCdLW6lZ3pTW5mM29F6n9CsjN7kkpZpXdT6fW8whtWw6RVcRVW4sFHRl4XqjGfVdPPKq2tFx0MN2bfpVzQsbwgW6TQfRb7lxcd_W9cKy-D6gPPYbW6_kR8r7PCbpLW1-JFPR3snBDSVLcS-Q1tP3R9W6v23gY4NBYsNVw_NQy1mWzq_W91Jr9V1xty1nW2KYqNC14LhPlW4jJn5J42kMpxW7_nsQq4lxjwXW48yWQY6dLcHYW18WmkB1Y5MClW3_9-kC8kTvx0W3HvHQ054KN8bW2ZyGDh6q4t2bN462hXmhFTGvW2Q-g5716yY01f53HNY004 ) .
In other tech news we’re tracking:
- At one time, it was thought that generative AI would kill Stack Overflow, but apparently rumors of its demise have been greatly exaggerated. TNS Senior Editor Darryl Taft reports that Stack Overflow has released AI Assist, a conversational AI search tool that strategically prioritizes human-verified community knowledge over pure large language model (LLM) responses. Darryl reports that this community-in-the-loop approach ensures accuracy and builds user trust (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3gP0xW7Y8-PT6lZ3mzW57TLzR91ytMfW8T5J6d3mLHMPVWzfmC25cgdGW8WmNvf7TJCx6V7z55B7T8Gd1W1RvbkW1YPQDtW17D1yb1cQCShV7p1MH2v4FGtW4psZRf4JGqM7W7JrXw34rJjPHW6d_Bq45xP6mVW543-pL5sCbQDW3XJkCQ2lQhtsW2TygJv5SjKbKW7qJ4vz1fL708W5nZ8VQ8RKQv2W3TBktF5B6SC7W18SGrK6D2sSSW9glbwZ3XGMK8W3Hck6J5gvfVCVpyp7d6j6vFqW7yrTVQ7lCLXrW468dVf8R57BfW7F3NcY2LkqcXW55F3Ww38MbcdW6js00v77fdRhdfjJ_g04 ) .
- Helm 4 is now available in the first update to the open source package manager for Kubernetes in six years. TNS Editor in Chief Heather Joslyn reports on its modernized features, such as integrated WebAssembly (Wasm) plugins for enhanced portability. She writes that this new plugin system allows developers to write extensions that run across different operating systems and architectures. Find out why this matters in today’s The New Stack Makers post (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3gP0xW8wLKSR6lZ3pYW6t2vHx8HLL-tVxdXrS8TCRJmW7_8SNH3zvD31W1s8Khb859skKN6rW4n96-gnFW6tl_kC4G7nb-W3NjnP55MgrzkW42GlvB5tvTcTN8nKShKGCTQdN3vc1Fzy-2mNW943ZJ-6-lB2TW7Kzy8x4BKqSsVhDgR87wyTPvW8KHN6w3LZnznN62vgS0MNHVbN5S_1lFF7fJNW4FnH7B8flhjlW3dbYdT4GCGK7W3bq2Fd36bZJ0W22L1bn4yjNrkW6jdr7022hRC2W6HppXr3zcqKLW1qJ3vS2QbLLDW6Wn0cN65NszwW6qQznB4kwsPJW6mj3bS352kwJW5gRg736XZ1G1W3W4yr280rq-Ff6MFqzH04 ) .
TOP OF THE STACK
How To Build AI Agents 3 Ways With Google ADK
Featued image for: How To Build AI Agents 3 Ways With Google ADK (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3pGN4xBVbDdsGmvW4Xx0yk8tKQVZW55GXPt96pZSdW7kjDpB3ZmQpXW2_yhgs4_2S0YW2Wb8QF5h1-xnW4zxBQr6Cs3kyW8J8qd42r-MvPW7pmBgv3Jb0kZW8bTfgj6j1YVTW869TYG3f66B_W1rHx6T2t99cbW4Y0mSS6V1dPlW5fNmSQ2d9y7dW3F4jd18k40_2W8j-53F1_Nq4KW4T_H5Z3PjDBNW25qX6R2lRc8yVgWc5w8kky7BVzf5682gGq9nW89rJbz3HDdB3W6NlNrL9bQMZrW7ZyMqN3brJ3nN80mzZTNGH2QW4WQ1Nf3hShh6N8ckg5WGG1zGW2hxVMl8QrKDvW4p4XLN1VWHcDd9TsHM04 )
Learn to build AI agents with Google's Agent Development Kit (ADK). This step-by-step tutorial covers three methods: Python, YAML and the Visual Builder.
Google's Agent Development Kit (ADK) has rapidly become a foundational framework for building AI agents. Introduced at Google Cloud NEXT 2025, ADK powers agents across Google products, including Gemini...
READ MORE
AI Is Moving Fast. Stay Ahead with the Right Partner.
Andela is an AI-native data & services platform — powering AI transformation. Driven by always-on assessments and continuous learning, Andela enables precision team assembly, AI solution delivery, and large-scale reskilling of internal teams.
LEARN MORE
WHAT ELSE IS NEW?
Featued image for: Combining Rust and Python for High-Performance AI Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3nTW4Q0h9X7JLmJ5W4Nw6Tp7jK0MdW8dNJt827L0Q8W4WK4yR5k7QKqN94qMpy_sd5JW21TFdr2cxZSkW7d1NYd3YfDkbW3_vPtH4rpMYRW5_SlRV5wC1PDW8gnyVy2-8LJGW8LYHSc4MZ5M-W37GtXy4YxRR2W1GhdpW4G3tVlW3YH8vm3BHQ7CW2cxybN7d0FNSW7PcJJX79-bPgW2G7fV06wlwrxW8QxYfk1ny3XmW4zLPM59hGJhcW2_qKW01SN5JxW2s41sq54CL7MW98Hx-Q28zG1LW73VbHk5vzTLDW1wY6MG7TfpyyW5cxV8645yFJ3W56hccr2V-d30W3m7N4K5L2wYmW8rbf8Y5cJTBKf2BNvb-04 )
Combining Rust and Python for High-Performance AI Systems (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3nTW4Q0h9X7JLmJ5W4Nw6Tp7jK0MdW8dNJt827L0Q8W4WK4yR5k7QKqN94qMpy_sd5JW21TFdr2cxZSkW7d1NYd3YfDkbW3_vPtH4rpMYRW5_SlRV5wC1PDW8gnyVy2-8LJGW8LYHSc4MZ5M-W37GtXy4YxRR2W1GhdpW4G3tVlW3YH8vm3BHQ7CW2cxybN7d0FNSW7PcJJX79-bPgW2G7fV06wlwrxW8QxYfk1ny3XmW4zLPM59hGJhcW2_qKW01SN5JxW2s41sq54CL7MW98Hx-Q28zG1LW73VbHk5vzTLDW1wY6MG7TfpyyW5cxV8645yFJ3W56hccr2V-d30W3m7N4K5L2wYmW8rbf8Y5cJTBKf2BNvb-04 )
Featued image for: AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5m_5PW50kH_H6lZ3lXW7vJtXx5zRXxBW4yrbtq93CxKvW4vzysH8q-YYpW6QShCD9gk3qlW4ssGNG39zldSW2lB85l84zRVjW7VLX8b26kyJRW1WC1CP8nzYNtW29dmvg375HLJN7Pp1S5911vXW2sG5x71f8wZpW64lsBF8LrGHmW7hBQJR7Pz93kW3MmHdC1lPB8PW3cmnBG3wtg5-W6t9vQ21PHCCBW7xGfTg1bYgB6W2PKr1J4M9K-QW6L-YPC5Zmx-cW6j8NqB6pNSqcW2Xb6541-JG5LW3qFlTz6ly7N5VgY9Qg5MNlGcW8ddwzM5l6B6SW1vxlQp5ckmClN2tFQl_C-0JrW5snfs74p0k6jN4_0Fg9fwPrSW7DXWQs1Rb3gsW7Ywtk65VRkPYVcRbCK18jxk5W5ybSSg95yVz7f2TT2WM04 )
AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D. (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5m_5PW50kH_H6lZ3lXW7vJtXx5zRXxBW4yrbtq93CxKvW4vzysH8q-YYpW6QShCD9gk3qlW4ssGNG39zldSW2lB85l84zRVjW7VLX8b26kyJRW1WC1CP8nzYNtW29dmvg375HLJN7Pp1S5911vXW2sG5x71f8wZpW64lsBF8LrGHmW7hBQJR7Pz93kW3MmHdC1lPB8PW3cmnBG3wtg5-W6t9vQ21PHCCBW7xGfTg1bYgB6W2PKr1J4M9K-QW6L-YPC5Zmx-cW6j8NqB6pNSqcW2Xb6541-JG5LW3qFlTz6ly7N5VgY9Qg5MNlGcW8ddwzM5l6B6SW1vxlQp5ckmClN2tFQl_C-0JrW5snfs74p0k6jN4_0Fg9fwPrSW7DXWQs1Rb3gsW7Ywtk65VRkPYVcRbCK18jxk5W5ybSSg95yVz7f2TT2WM04 )
Featued image for: When To Log, and When To Shut Up (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3prCCW7Y8-PT6lZ3lhW3sM8rm61K6KBW8tD5n64tyBbfW3c1V5D3QsJWnW4L_rw61r1tDHW6g-Tpd3zYryTW8_yr784ssRTGW7zzQMr8Y6L11W2Pbt2v47qzKdW8-y0Q82QsnRkW3lytTH2C0cPQVjZkcK3X_mcFN7h3LsvLy4jWW7Z_lDf4GyZYwW8jmwxW1NsylmW5c7Pct1bckrjV5rvRY3FX6nrW8HKfYp8mxqrMW5_-XJ_7QFL3nW51-1Hz81HBqTV1lRB031F9VpW8st7xw66mFXsVJ2bMZ5dJ20qW5gLxzR7R08RdW71fFPd9lMDPPW1rJB442sVmQqVmYpJ078hYbXdK1Mrg04 )
Featued image for: Helm 4: What’s New in the Open Source Kubernetes Package Manager? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3prCCW95jsWP6lZ3pTW4NgH9V29zwVKW50qhT_40f_Y2W4LyG7160BRM-W6Qq2_X1bvlPDW1Q-KdX4THRBSW9c74_L7_XYxZW1C8Y8V4wj885MYn6FVXGk2fW2MDZJc1xH1YFW122dmB7ZS6_SW1r3zhZ43gKgWW4zxYNQ65-g1-V-1nWq5JMfMKW7bwr7R52Q7HbW1yFRDW4NszB6W5y9WjS4NS6n_V1f0Y-4bZW6rW4_LPfM5Hm9ZqW3sS3HP40hGwDW61-fw081-Tn0W21VZYJ8hqmdjW40fjJL4bkZ89W77bdTB9lRrfvW8Xkfr13gPqYDW5SDlCg79RlqVW5-ZT6c4tqzNgW4Y9q8P8CHZhTVlbwjX3b6L-rW7QsTdV6rcTRhW24c2Kk2GBf7Wf7cNl8C04 )
Helm 4: What’s New in the Open Source Kubernetes Package Manager? (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3prCCW95jsWP6lZ3pTW4NgH9V29zwVKW50qhT_40f_Y2W4LyG7160BRM-W6Qq2_X1bvlPDW1Q-KdX4THRBSW9c74_L7_XYxZW1C8Y8V4wj885MYn6FVXGk2fW2MDZJc1xH1YFW122dmB7ZS6_SW1r3zhZ43gKgWW4zxYNQ65-g1-V-1nWq5JMfMKW7bwr7R52Q7HbW1yFRDW4NszB6W5y9WjS4NS6n_V1f0Y-4bZW6rW4_LPfM5Hm9ZqW3sS3HP40hGwDW61-fw081-Tn0W21VZYJ8hqmdjW40fjJL4bkZ89W77bdTB9lRrfvW8Xkfr13gPqYDW5SDlCg79RlqVW5-ZT6c4tqzNgW4Y9q8P8CHZhTVlbwjX3b6L-rW7QsTdV6rcTRhW24c2Kk2GBf7Wf7cNl8C04 )
Featued image for: What DocumentDB Means for Open Source (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3prCCW7Y8-PT6lZ3m1W4WTFBG1nMFLkW3DxykP3q16smW2ZNGHJ9fD1flW2G5rxL4sl45MW9j0sY984NN5yW1MzLpK301xXnW5t0hM64wc7zVW2CJpRX2VhBHbN4Cz1fZZSPLNW5CHtNl4yxJkQN6KVKyKLBP3bW2Tn6Np4Qsqw7Vhc5nx254PybW3RMkMj362Dr1W3sjVgB3HwPfSW1z0nnB4vgvc4W7t88Lm8rcL_YW88kqzS4pyt2vW14NDQr4Hqp9CW3gM0dH8mvrVnW5rWBzM9jfWnZW7KzptG6rwFWKW6rT8P86slPqGW4fqMcR4g804PN67WX9N385n4N3qPZRxC8fjlf6tKQNT04 )
Featued image for: Stack Overflow Puts Community First in New AI Search Tool (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3kKW3K5LK32w7TpNV45pYX3FNwkQW1SX8r470vBnYW1CmdhF6sdxc1W3yrZxm3ffw4GW1PfnNV6wHQXfW7x87wv5GQ0ZXW73TQ4J5xVRmRW5Qh7bc2FGvwbW5-DKs26hb_NLW4CPRfG8Gg-QZV61JfH6mhgrPW1xp-2V7rzPfYW4Z86Hx9j-4DyW21_0jR590jq4W4fVJK71f-rvmW3Fvns03jjQhCW3T3Zsr1qPnr5W6pjSZd8Zq9kvW6N4TDJ5zZ33FW3gP1Th7v6V6CW3TWYTy4zRg5cF1VmgbqYMfqW88_W0h4bD7kNW8KGpV73kX1p8VxRbwP37_LjRVZqGfN5ny0hTW8R43TY2rsRhrf94pxM804 )
Stack Overflow Puts Community First in New AI Search Tool (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3kKW3K5LK32w7TpNV45pYX3FNwkQW1SX8r470vBnYW1CmdhF6sdxc1W3yrZxm3ffw4GW1PfnNV6wHQXfW7x87wv5GQ0ZXW73TQ4J5xVRmRW5Qh7bc2FGvwbW5-DKs26hb_NLW4CPRfG8Gg-QZV61JfH6mhgrPW1xp-2V7rzPfYW4Z86Hx9j-4DyW21_0jR590jq4W4fVJK71f-rvmW3Fvns03jjQhCW3T3Zsr1qPnr5W6pjSZd8Zq9kvW6N4TDJ5zZ33FW3gP1Th7v6V6CW3TWYTy4zRg5cF1VmgbqYMfqW88_W0h4bD7kNW8KGpV73kX1p8VxRbwP37_LjRVZqGfN5ny0hTW8R43TY2rsRhrf94pxM804 )
Featued image for: The Conversational AI Revolution Is Struggling. Here’s How To Fix It (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3prCCW95jsWP6lZ3pMVZcsgM59-pPkW2TWgCk3ww_J7W2Bw6Gs1F5_DNW7fSF3V5PLFNBW43F8tH7mtpsdW7DmSFb76DSQDW693LKh38L4TgW4Hk_7Q8tGRhLW1JHfgm1GrSkSM3sYjFzk0SrW87lxbY22MtcJW2QR8MK3ZGt4VN40D3htHskF4W88n-h33kTDQwW4jB5J76QwvnPW98Yg3S5P6bH6W8BTCT91XqyT1W4WLSHC2_1VSTW3rSs1S70YpMJW5GD_5L2_V9Q7W3tY5BV4Wy8YDVYLJSL32b3gpW214H1f4NCFx_W2fH_pr1jZMfPMRf9__1C2MBW2stWHX19v27NW7sfrlg7tRWPLW4qzR-M1xC-YgW7VJGbT17jRp9VfYPz453WxqSdYgwPM04 )
The Conversational AI Revolution Is Struggling. Here's How To Fix It (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3prCCW95jsWP6lZ3pMVZcsgM59-pPkW2TWgCk3ww_J7W2Bw6Gs1F5_DNW7fSF3V5PLFNBW43F8tH7mtpsdW7DmSFb76DSQDW693LKh38L4TgW4Hk_7Q8tGRhLW1JHfgm1GrSkSM3sYjFzk0SrW87lxbY22MtcJW2QR8MK3ZGt4VN40D3htHskF4W88n-h33kTDQwW4jB5J76QwvnPW98Yg3S5P6bH6W8BTCT91XqyT1W4WLSHC2_1VSTW3rSs1S70YpMJW5GD_5L2_V9Q7W3tY5BV4Wy8YDVYLJSL32b3gpW214H1f4NCFx_W2fH_pr1jZMfPMRf9__1C2MBW2stWHX19v27NW7sfrlg7tRWPLW4qzR-M1xC-YgW7VJGbT17jRp9VfYPz453WxqSdYgwPM04 )
Featued image for: With Nova Forge, AWS Makes Building Custom AI Models Easy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3kwW8ZlD7L7m2rpWVtb8dy7dRYgRW6pSmT51mhsY3W8zWknt9ld_C6W1jkDX925stfmW3PJdq17BKnTlN2PHML-k_xYDW2DvZBd8znxzCVxh3Q48PdCj1N1xXx0-1vY27W42hKcn3vs1bvW5B60jC9fGv01W15kh041RmqvkW5c-Ryd29f4rmW54BdG47S_tD1W80DgtM6R_xGHW6M6j3y24JM76VjtFs22JmRZMW5c-m5X1vs2DGVP0dvJ2qZ9KCW3vkhT72fRv3XVwm_cd5NPTn5VcblL82H5ngJW5_KmFY2hQrVnW4knhZl5M9Ch9W9d103c5BrKPsW5F0-7J70QvnQW2w7Km76PJm90f2y3-4004 )
With Nova Forge, AWS Makes Building Custom AI Models Easy (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3kwW8ZlD7L7m2rpWVtb8dy7dRYgRW6pSmT51mhsY3W8zWknt9ld_C6W1jkDX925stfmW3PJdq17BKnTlN2PHML-k_xYDW2DvZBd8znxzCVxh3Q48PdCj1N1xXx0-1vY27W42hKcn3vs1bvW5B60jC9fGv01W15kh041RmqvkW5c-Ryd29f4rmW54BdG47S_tD1W80DgtM6R_xGHW6M6j3y24JM76VjtFs22JmRZMW5c-m5X1vs2DGVP0dvJ2qZ9KCW3vkhT72fRv3XVwm_cd5NPTn5VcblL82H5ngJW5_KmFY2hQrVnW4knhZl5M9Ch9W9d103c5BrKPsW5F0-7J70QvnQW2w7Km76PJm90f2y3-4004 )
Featued image for: AWS Frontier Agents Handle Code, Security, Ops Without You (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3lTW6hlRd_5N4HkGW12JrXq3qytJHW7YhfW_6nwJkXW3SZM5g8_jcnbM-LXQdgjXyjW2L8sQx8rx6bLW8yQLF37xBvT-W3XrXyh7vJf1jW68M2Dn5H9bwpVmVvHc2ZzfMcVMYsYp8Cd2TTW46xkgQ5RN492W4p4tQG3v1qxdW5wmVjV6LLbLMW72NkC63KKR37W7B85CT42hD9HW5j3x295Fx3xTN8W0SKX_hQk7W7PqzV643kWd1W8v68wL6w0V18W2-LC_m364BX-VZSpmB24hb0pW3bZhq48728xLVj-NkP1hLlpSW15gqzC149BsgN8jntGnPmrp2W2lSxk15rV3-XW6Gsj981_nYjXf3LkxCM04 )
AWS Frontier Agents Handle Code, Security, Ops Without You (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3prCCW8wLKSR6lZ3lTW6hlRd_5N4HkGW12JrXq3qytJHW7YhfW_6nwJkXW3SZM5g8_jcnbM-LXQdgjXyjW2L8sQx8rx6bLW8yQLF37xBvT-W3XrXyh7vJf1jW68M2Dn5H9bwpVmVvHc2ZzfMcVMYsYp8Cd2TTW46xkgQ5RN492W4p4tQG3v1qxdW5wmVjV6LLbLMW72NkC63KKR37W7B85CT42hD9HW5j3x295Fx3xTN8W0SKX_hQk7W7PqzV643kWd1W8v68wL6w0V18W2-LC_m364BX-VZSpmB24hb0pW3bZhq48728xLVj-NkP1hLlpSW15gqzC149BsgN8jntGnPmrp2W2lSxk15rV3-XW6Gsj981_nYjXf3LkxCM04 )
Featued image for: One Year of MCP: Looking Back, and Forward (https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3prCCW7Y8-PT6lZ3p0W4zywF-8jB2j7W7mFtfQ8KypmdW8Lk_c69jp1JxW6qWGQx9bPlTvW57kLL01fVfHyW2r5Ks866lQhDW90XQqP1W0Ny2W5tGb6M1xnrV1W1Qgr3S4-fFDgW8clTqZ23XZ3WN7Y5MftcGTfLVZdZvY4GpF5YW4HN7f23_hqTWW1Zdk3h1qJhGLW5MJjkp1BfMPPVk3GnD6tP4x8W5s3V4Y7d9ZzGW68Xf9N6lsQhrVZMHhS5-D-2NN1F0gVbDtzx3W5LFKBM5_qSgtW80pxKD1ZBSf-W7HB8BS1rHWc2W5gXvdM1kqMSGVtb3-K6-47K9W2Y20s_8XFfCtf5Y0Rwz04 )
Driving Innovation with Python in Financial Services
Join CIBC Executive Director John Wengler to learn how he uses Python and Anaconda to replace spreadsheet limits, automate workflows, cut time and costs, and drive innovation while meeting corporate governance and secure package management needs.
REGISTER FOR FREE
FLOW STATE
In the Spotlight: roadmap.sh, Our Sister Site, Launches a New Elasticsearch Roadmap
This brand-new Elasticsearch roadmap provides a structured path to mastering the entire Elasticsearch, from data modelling and ingestion to advanced search queries and deployment settings.
Upcoming Webinar: How Highly Regulated Industries Operate Successfully at the Edge
Join this insightful webinar to explore how GE leverages cloud native and edge technologies to improve care for 1 billion patients.
Must-Read: Kelsey Hightower on Engineering at Scale
Why you need to fail before you scale, plan for inevitable change and choose the right tools for your actual needs — not someone else's.
Spacelift Scales Legacy Automation: Terraform First, Ansible Next
An initial contributor to the OpenTofu fork of HashiCorp Terraform, Spacelift wants to modernize IT workflow automation tools. Next up: Red Hat Ansible.
How did we do today?
Join TNS on Your Favorite Platform
The New Stack is a media platform for the people who build and manage software the world relies on.
Become a TNS Sponsor
© 2025 the New Stack. All rights reserved.
You’re receiving this email because you signed-up at thenewstack.io.
Mailing Address:
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
HTML Content
HTML Source
<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html xmlns="http://www.w3.org/1999/xhtml"><head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<style data-hse-inline-css="true" data-hse-element-inlined="true">
body {
font-family: -apple-system,system-ui,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,sans-serif;
font-size: 16px;
font-weight: 500;
line-height: 133%;
letter-spacing: 0.5px;
color: #142640;
background: #FFFFFF;
}
h1 {
font-size: 24px;
line-height: 1.1;
}
h2 {
color: #00AFF4;
font-size: 14px;
font-weight: bold;
line-height: 1.0;
margin-bottom: 10px;
}
a {
color: #FF3287;
text-decoration: none;
}
a:visited {
color: #FF3287;
}
a:visited:hover {
color: #FE3488;
}
.content-block {
width: 100%;
max-width: 640px;
}
li {
margin-bottom: 15px;
}
.author {
position: relative;
}
.author-image-cell {
width: 50px;
}
.author-image-cell img {
display: block;
width: 50px;
height: 50px;
border-radius: 25px;
}
.author-byline-cell {
padding-left: 15px;
}
.byline {
font-size: 12px;
margin-bottom: 15px;
}
.excerpt {
margin-bottom: 15px;
}
.copy {
margin-bottom: 15px;
}
div.button {
display: block;
width: 100%;
height: 40px;
line-height: 40px;
padding: 0px;
text-align: center;
color: #FFFFFF;
font-size: 14px;
font-weight: bold;
background: #FF3287;
cursor: pointer;
}
div.button:visited {
color: #FFFFFF;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#header {
display: block;
}
#header img {
display: block;
width: 100%;
height: auto;
}
#byline {
font-size: 12px;
font-weight: 400;
color: #48607A;
margin-bottom: 20px;
}
#bylilne a {
color: #48607A;
}
#bylilne a:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
.link-view-in-browser {
color: #142640;
}
.link-view-in-browser:visited {
color: #142640;
}
.link-together-with {
color: #142640;
}
.link-together-with:visited {
color: #142640;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#toc {
position: relative;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
.rule-gradient {
display: block;
width: 100%;
height: auto;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#lead-story {
display: block;
margin-bottom: 20px;
}
#lead-story img {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsored-1 {
display: block;
margin-bottom: 20px;
}
#sponsored-1 .featured-image {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
.byline {
display: block;
font-size: 12px;
font-weight: 400;
color: #48607A;
}
.bylilne:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#daily-digest {
display: block;
}
.daily-digest-thumbnail {
width: 100px;
vertical-align: top;
}
.daily-digest-thumbnail a {
display: block;
padding-top: 7px;
}
.daily-digest-thumbnail img {
display: block;
width: 100%;
height: auto;
}
.daily-digest-heading {
padding-left: 15px;
}
.daily-digest-heading .category {
font-size: 12px;
font-weight: 400;
color: #8B8B8B;
text-transform: uppercase;
margin: 0px;
}
.daily-digest-heading .category:visited,
.daily-digest-heading .category:active {
color: #8B8B8B;
}
.daily-digest-heading .headline {
color: #000000;
font-size: 18px;
line-height: 1.2;
}
.daily-digest-heading .headline:visited,
.daily-digest-heading .headline:active {
color: #000000;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsored-2 {
display: block;
margin-bottom: 20px;
}
#sponsored-2 .featured-image {
display: block;
width: 100%;
height: auto;
margin-bottom: 15px;
}
.byline {
display: block;
font-size: 12px;
font-weight: 400;
color: #48607A;
}
.bylilne:hover {
color: #FE3488;
}
.byline-sponsor-logo {
display: inline-block;
vertical-align: middle;
height: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#cta {
display: block;
margin-bottom: 40px;
}
.cta-item {
margin-bottom: 20px;
}
.cta-thumbnail {
width: 50px;
vertical-align: top;
}
.cta-thumbnail a {
display: block;
}
.cta-thumbnail img {
display: block;
width: 100%;
height: auto;
}
.cta-content {
padding-left: 15px;
}
.cta-headline {
display: block;
font-size: 18px;
line-height: 1.2;
}
.cta-copy {
font-size: 14px;
}
a.cta-link {
display: block;
font-size: 14px;
color: #FF3287;
text-decoration: underline;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#rating {
position: relative;
padding-top: 20px;
padding-bottom: 20px;
}
.rating-heading {
font-size: 18px;
line-height: 1.2;
margin-bottom: 20px;
}
.rating-options a {
display: inline-block;
margin-left: 10px;
margin-right: 10px;
}
.rating-options a img {
display: block;
height: 30px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#social {
position: relative
}
.social-block {
padding-top: 40px;
padding-bottom: 40px;
}
.social-heading {
color: #FFFFFF;
font-size: 18px;
line-height: 1.2;
margin-bottom: 20px;
}
.social-links a {
display: inline-block;
margin-left: 5px;
margin-right: 5px;
}
.social-link-mastodon img {
display: block;
height: 40px;
}
.social-link-linkedin img {
display: block;
height: 40px;
}
.social-link-twitter img {
display: block;
height: 40px;
}
.social-link-facebook img {
display: block;
height: 40px;
}
.social-link-youtube img {
display: block;
height: 40px;
}
.social-link-instagram img {
display: block;
height: 40px;
}
.social-link-threads img {
display: block;
height: 40px;
}
.social-link-bluesky img {
display: block;
height: 40px;
}
.social-link-spotify img {
display: block;
height: 40px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#sponsorship {
position: relative;
}
.sponsorship-heading {
font-size: 18px;
line-height: 1.2;
padding-left: 20px;
padding-right: 20px;
margin-top: 40px;
margin-bottom: 20px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#legal {
position: relative;
font-size: 12px;
}
</style>
<style data-hse-inline-css="true" data-hse-element-inlined="true">
#footer {
width: 100%;
height: auto;
color: #FFFFFF;
padding-top: 10px;
padding-bottom: 10px;
background: black;
}
#footer a {
color: #FFFFFF;
font-size: 14px;
text-decoration: underline;
}
@media(max-width: 500px) {
#footer a {
font-size: 11px;
}
}
</style>
<meta name="generator" content="HubSpot"><meta property="og:url" content="https://info.thenewstack.io/tns-daily-december-3-2025"><meta name="x-apple-disable-message-reformatting"><meta name="robots" content="noindex,follow"></head>
<body style="font-family:-apple-system, system-ui, BlinkMacSystemFont, 'Segoe UI', Roboto, 'Helvetica Neue', Arial, sans-serif; font-size:16px; font-weight:500; line-height:133%; letter-spacing:0.5px; color:#142640; background:#ffffff">
<div id="preview_text" style="display:none;font-size:1px;color:#f2f2f2;line-height:1px;max-height:0px;max-width:0px;opacity:0;overflow:hidden;">DocumentDB: MongoDB Meets Postgres for AI</div>
<table id="body-table" border="0" cellpadding="0" cellspacing="0" height="100%" width="100%">
<tbody><tr>
<td align="center" valign="top" style="padding-left: 15px; padding-right: 15px;">
<table id="header" class="content-block" border="0" cellpadding="0" cellspacing="0" style="display:block; width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3pHW53PcBH47JVvQW3LQCN87kcTrXW7cRQpV8ZL9WbW1sjWGX7g-MfBW2Dd7qn8gZ1_MW2v458P5002gYW9g5XdX8VJhGgW4kQ4-658KwhwW3wZHQm51L4HyW67ptFk37tTWrW4c1yhN4LWFX2W64r81V1ZGKdnW26rwyW3yjv88W1CZfY_93wtBlW7SZ0km7vLJLSW4-JtHq3RMh1zW60NMF35z4cJnW9bknsd4YrFmjW3xJTSp1zrmWBW2X_Lzp6MhjwtW48FL8p5l-8hpW7KDrz88GlGtZdwHNrl04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="JGASM9dK" target="_blank">
<img src="https://cdn.thenewstack.io/media/2024/04/75c9bbc8-tns-daily-header.png" width="640" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
</tr>
</tbody></table>
<table id="byline" class="content-block" border="0" cellpadding="0" cellspacing="0" style="font-size:12px; font-weight:400; color:#48607a; margin-bottom:20px; width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top" width="33%">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBs5nR3bW69t95C6lZ3pRW29RD6S5DtDZ6Vf24cP7Q8XxgV_2Zbq2PSYMxW180SF23_n7ngW8w4BSh1VQzX1W2WQ9gB7C53slW5D0B8-7szVQQN246hbhDBfMDW4ZQtrP5bBKvDW1QFTC05wy71MN7TT0ShCwTv6N7ZJ8_j6ks2XW2Jl73V4LxNfWN7vPK5Zc0GhxW7BTzg28qgrldW8qMRNr1zmDLlW7P8LdP2XTHfdW6z1cs96RTN27W7rRnYk7njGJmW1-kWg63cp8LsW4kl9Tm1prbKWN4fHXH5NClxQW2KCMMd4dCfD9W7HLyTp7N5h7YW8BqF0t86fg7nW86Vp6b8NtFpXW6msyYy6RgQdkVmh3hp1QkcrmW2bwkpg2HlwSqW2RHG2y2WPszHW6dWrxM2Rsc7MW1FdR1t78BxhrN8zwTTK7zypqVZqc5Q7HNyn7W3Nz63f8YX8rnW6JQFqL52SXvff3JZ3H404" class="link-view-in-browser" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="ndY1oPnb">
View In Browser
</a>
</td>
<td align="center" valign="top" width="33%">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3lcW1PCZzW3k3v0bN8b3rLRb0tH4W5V8sW72hMsWrW6wMf-F5YzNWGW991nQ91TVMlGW38FlX583gNQGN7_9PLHkxfd-W5BTrxM6LDFJ0W2ckxWF93BVCBW3S7gwC4dZVMpW31bPlj3lH2sJW4vKxm375bHhDW2gk7qD6j-4ljW6gXXB96f3S9NW5QW88c2sWmKpV9MfSH8WjDwfW5f5Zf43gH36WW3pQqPD70mLPjW49tS8D8HPq5KN71DQ2pHXv77W1PM1LC1g2cbDW4z_kSY79QJ8Ff5Rz0jW04" class="link-together-with" target="_blank" style="text-decoration:none; color:#142640" data-hs-link-id="0" data-hs-link-id-v2="zs8F8Qu3">
Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2024/01/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
</a>
</td>
<td align="right" valign="top" width="33%">
December 3, 2025
</td>
</tr>
</tbody></table>
<table id="toc" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td align="left" valign="top">
<h1 style="font-size:24px; line-height:1.1">DocumentDB: MongoDB Meets Postgres for AI</h1>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Do we need a new database option? Microsoft seems to think so: DocumentDB is a new open source database solution donated by Microsoft to the Linux Foundation. Research analyst and technology journalist Jelani Harper reports that DocumentDB combines the flexibility of MongoDB’s schema-less document store with the reliability and extensibility of PostgreSQL. Jelani notes that DocumentDB’s schema-free design and ability to store complex session history make it an <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3hCZYW7Y8-PT6lZ3mGW5ZwYJz7N0HkTW67n09q3xxczZW2h-8mC1n4F9XW3TtnnY2lqH-8W7dtDkw35ry-sN8TRltX5kxS5W60YMln7_f2dgW8nbP-09l3J6zVJJy0s4zmy8QW4v4YD33Z5x1CW5ljXyv39TPd8W45F59S58QrFdW9kN1fL4CPcVpN2nj3bQC7B7LW6qDHm11JRx8lW9l229B1ctKjMW6ls51n4zC6R2W7X9-zT6NTKW7W1WZHGF72jsCMN4zdjFzpby7JW4lv9ft5tprpzW2lkFyS10cG1FW2QjyKf17PK8hW1fbSzG9694P8W6r-JG06Zg8llW1W89Nr6fDDzqf3wddtv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="9NJ5pDMl" target="_blank">ideal foundation for generative AI applications</a>.</p>
<p style="margin-bottom: 1em; ">In other tech news we’re tracking:</p>
<ul>
<li style="margin-bottom:15px">At one time, it was thought that generative AI would kill Stack Overflow, but apparently rumors of its demise have been greatly exaggerated. TNS Senior Editor Darryl Taft reports that Stack Overflow has released AI Assist, a conversational AI search tool that strategically prioritizes human-verified community knowledge over pure large language model (LLM) responses. Darryl reports that <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3hCZYW8wLKSR6lZ3kqW4xmwjr9f9G2kW97cmGR5KyHPpMZXrpG3YRCdVdGDSx8cmPzXW6qS9gt90YTRkV1LvkW6yJtyqW4s1Cwl3Gj4NDW7jZHfC52xDJrMym24Y2Phz9W5XFcGr7FRGgsW3dSKPs92v6sCW3W5Gzt33KhR6W6Qy-wD7pmvsrW3mvHGy20z5JvN535kwB_9fM1W9537B978PqVLW1qPfzb1Gr7xVW1wtt0F7s46_qW2rXXfq4RbPYSW7pxBpC8kBT7gW2psnh71DHMc0W55kCY84p4J6KW3v5cM-7T719KW1gXq-j19zZ5RW5zvyVq7p61TcW8WM28L7hrMxQVs_bD61B4QL7W8YD7y15g14QqdF41DK04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="MOBdPDNM" target="_blank">this community-in-the-loop approach ensures accuracy and builds user trust</a>.</li>
<li style="margin-bottom:15px">Helm 4 is now available in the first update to the open source package manager for Kubernetes in six years. TNS Editor in Chief Heather Joslyn reports on its modernized features, such as integrated WebAssembly (Wasm) plugins for enhanced portability. She writes that this new plugin system allows developers to write extensions that run across different operating systems and architectures. Find out <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3hCZYW8wLKSR6lZ3pPVxrsG92ngWGxVdVwWs1qtwPBVjtx2b5bGNH1W2XmcQY3MZkScW1c2XT03_VGFTVGsC3f62n37_VhDDKk8N7zhNW1cLBJQ373_FrN6ktJMDYgYd7W1KQbZm5lYcJ6VgGc1Z6gd6WjN10LF5rphqdZW38tsxc5Sl3-bW23VQ3x7LhF2VW66HjwV2cQc1VW7v_GPP7_Nk_JW5McgDZ7mT4DZW4mBF5w4TbZ22W4dJkHP235l04W46ZpDW1_RSghW1ZSR-_1v82VpW264m_L3r1w3xW3lg_6v70CLk2W7kNnH_44wD7JW1r-1Qr380SrJW1fbDdf3MkQ1_W4Znlcv16lcnYN3Cn7KJD4cHYf3tMbdC04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="q4u5pncq" target="_blank">why this matters in today’s The New Stack Makers post</a>.</li>
</ul>
</div>
<table id="toc-author" class="author" border="0" cellpadding="0" cellspacing="0" style="position:relative">
<tbody><tr>
<td align="left" class="author-image-cell" width="50" style="width:50px">
<img class="author-image" src="https://thenewstack.io/wp-content/uploads/2023/08/4de88b83-4756312a-326a38b7-lorainelawson2-600x600-1-600x600.jpeg" width="50" height="50" style="display:block; width:50px; height:50px; border-radius:25px">
</td>
<td align="left" class="author-byline-cell" style="padding-left:15px">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3pfW4r-Bp65tmHlJW3VT-BK3fRtsVW8ZL1Yf47YzZcVBpKGT8c1_DtW2Y6Nqj3hVf3-W47q1wD8HJFT-W5nGmwX30g009W4jddVZ2DpfkQW1Q1Sfg6Tq6YTW4jvFXg1fF2PxW71PP4c8k-G52W4ZwmPm1R8JfkW3W1d9X79T7QXW3Yp1Mc9dQxH6W6MpZs31f_8GmW1ZxhRZ34wZbZW5dhqYV2gyglHVKGj6J26nKYRW2G1f5g8CM_KSW2WMh8T8MFLyHW1kyYWt34XxRMW7WHkwW1Q-4tMW1Vr2rN6bl6QqW3kh2qz92vDYmW8pY78j2CPCtgW8Jqjb74j5_y_f6B6Q6W04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="sO4F2z1B" target="_blank">Loraine Lawson</a>
</td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="lead-story" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">TOP OF THE STACK</h2>
<h1 style="font-size:24px; line-height:1.1">How To Build AI Agents 3 Ways With Google ADK</h1>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3nYW6Q36cg8MqP5cN1Fb0nmTkBGXVqFxNW5KwtWzW6PKbGp99x_73W7T33tn3rb2K4W93LXQx35wFk_W4n3d0F4dyHTcW4mkzBk8KR2rxW5JG7r-8yt_qSN4M5T89mvvJmW2K4JD-8xm8ZtW3W-Wbq1XTLsLW6BWPRq4lgZbDW5x7Nkq6DF_l8W3FblVM7bfGz7N7YNjJvB-b1CW3dMGGq9bp2vgW84mxdG4gbR42W4jPqV_50Mwv3W2KKFf_5kSHq6VwhQfJ1CvD2PW5rnsqX5Jyvw1W3JJcdC5vWZLyW8-VK2C24z-9zf4g9KfY04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="6GPz8nv9" target="_blank">Janakiram MSV</a>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3p9N6bHbWwxK7DqW1TfCPS4gsnkCW1fY8xJ8TJQwPW22B0-Q2qYDKnW8Z5PMW7Sz5vgVb-w1l6l6r8dN1zZkVF1f0hyW8vJJ_p56hMX4TbJsP1LsgdrVWldkY5mDBXXVs2tBJ63jqynW5928NL5x_3fHW6M73s86rhwDTN42wKQFfmt5tW5NvR8p6YmY7PVWwnZG2wQ8KnW5vYq8Z8h1cYyW16nVSx1vCpDrW61lG2v4tRSPXW8Ws4fZ1GzHNvW96-MVM1PL-b9W8V3Hls2BfzFVW1j4WMw88wbFYVVQMzG792nRkW1Bl2_53sRb6lW8R2F0j26GJpcVzmLfJ4Z850kN6xqZwV4-tGPf4DJ6MW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rjMRnn6L">
<img src="https://cdn.thenewstack.io/media/2025/12/c56a32a5-zhaoli-jin-xrpmmkfydnu-unsplashb-1024x576.jpg" alt="Featued image for: How To Build AI Agents 3 Ways With Google ADK" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<div class="excerpt" style="margin-bottom:15px">
Learn to build AI agents with Google's Agent Development Kit (ADK). This step-by-step tutorial covers three methods: Python, YAML and the Visual Builder. </div>
<div class="copy" style="margin-bottom:15px">
Google's Agent Development Kit (ADK) has rapidly become a foundational framework for building AI agents. Introduced at Google Cloud NEXT 2025, ADK powers agents across Google products, including Gemini... </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3plW2B7QbV5sXwMnVcxT_y1-_gJjW5LNBzm396KXyW52Xk4Z6TRH9rW62S1cy44RvcQN5y3HLp4pfL0W6kK7Vr7wqhqbVw8Wqq84zplBW4gWg6v4BH1pcW2-kgxS223d5GN8743C9vsHxTW36m9ZC97CJlgW79fsq-9hYCx7Vx-Gb06LXLmzW46Rfn47mcSP0W98R5Th6Y-DBSVmnrSw7hCLM6W5JNw0Y8b6GkgW79J1P583GVzgW6TBKc1210LCpW2TCnwc1c25FTN435Y5Q1cx6WN1gBVGCCtMHGW3jZct91w840XW1025KR17fY3BW1xZS_c7gwFVqN7Mk3W79d-L2VkX_kn8t-YPMf27F1QP04" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="YxvCzAOi" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
READ MORE
</div>
</a>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="sponsored-1" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%">
<tbody><tr>
<td>
<h1 style="font-size:24px; line-height:1.1">AI Is Moving Fast. Stay Ahead with the Right Partner.</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3k-N6xDd_0K_ZHcW6FHlFb6QlvYsN7_gZLz-wp7sW69csp250tqHJW34KWX213ZjfJW3ngMcj4zJfDdW7n5wj687_JvGW1z_Sdn5Y8vYHW4FpJZ375rcVmW28gFN27FQSf0W2dvY7Y21l-qWW7RC7-q1cHHnNW9kXSJH8vvLCMN5v2Sc4qjykdN2bT7xDlpn5NW4VKxyd2DWd6LW4bknrp5QvcHcW3qmzMw7Cj1R4W567wRh8MFjF0W8VqPh55KwBF4N49fWncW1m71VCP-B_6dV885f7fWRfF04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="9DAEKehX">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2025/11/5b0fcaea-andela_newsletter_2.png" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3nVW8S5kdy77m_85W7BZ3l59dt6lYW5Byj5w1bxlX3W4LPMgJ6VHqryW51VkH_7kdBfpW1z7-3V4drNKRW8zF3JL9gxC6_W20Tc0Q3KlzS5W96GmCW4WHQHKW9kdnT52gHlXHW7lmr9z4QDWqvW5vqbRM6VYcqRW2HP2T71_K9RYW8S1k6S4Bh8wgW2rL-Y28QpQRWW82S11r6vs2YnN7DbcD84FDJTN7ZsyXqSLNpgW2mKwwy5jNvL0W4Blg-Y6BcMvZW52XDWm4t3FQFW97zrzL8H9XBhf45TK-j04" class="byline" target="_blank" style="text-decoration:none; margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a" data-hs-link-id="2" data-hs-link-id-v2="PISlridt">
Together with <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2024/01/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
</a>
<div class="copy" style="margin-bottom:15px">
<p data-pm-slice="1 1 []" style="margin-bottom: 1em; ">Andela is an AI-native data & services platform — powering AI transformation. Driven by always-on assessments and continuous learning, Andela enables precision team assembly, AI solution delivery, and large-scale reskilling of internal teams.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3kzN17RQC3lf2npW2ds-q563fXC6W7DpxsW3ylw0zW7zDZPm54yHbHW2ty9088TjRQ_W4V5YqB8FTBBSW9fSr4S3QMpDSW1R6vgT4q5VFcW2qZt3n1zrhkVW6gF2PK8NYyJ5W7YhX9t3DQZXfW5MJjyd1Mr9bvW2_HZrz7nC29vW6ZrvjQ25M9KBW4Bb3ZP24bvkqW3kJNrg8jBbz1W49tyc86XR429W1z9hSd3bGdTbVjyf3g36n8NJW6WX7JM5y-fTcW7KxM7C89DHQ_V1wY096HkVNVf7_HYbd04" style="color:#ff3287; text-decoration:none" data-hs-link-id="3" data-hs-link-id-v2="SmO3d3C1" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
LEARN MORE </div>
</a>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="daily-digest" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">WHAT ELSE IS NEW?</h2>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3pGW40KR6b1sP8ZHW5K-6_R5J8SYXW8cPPMw2fjDqLW6LXwnf7K0cCCVFPgh_3yTt4rW8ln2yV5YjLNhW1ZhnDS79pvdcW37xZQB6Tsz_BW1dQrzd69xVH7W2yzqQq1Mfn3LW8vVjbl7ky9NSW1srtVL4K7J1gW5_QzjQ3gMW2-N667M76t2wb1W5PH6Y35W_0hWW9fbBn41kjdMDW3wQJ_t49vQG5W8hMTzs1Kqn9pW6BKMZg7qxM1sW1Kbmlg561CRhW2nWb_m17ZXXhW5gRw595n0htBW5TpGpG8t2tbdW3KYCsM7C1w11W12kPPm81FfSrW7DGyz84_LflZW7k6jV866Yq-SMNL3b9wnT2DV3LT0v7GXHhMW451C-08ZfYVFf53kYNP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="vSeMBUNh">
<img src="https://cdn.thenewstack.io/media/2025/12/1eb8f38d-rust-1024x576.jpg" alt="Featued image for: Combining Rust and Python for High-Performance AI Systems" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3pSW4yZBJJ5w2g_gW2YgXGl60ylpCW35d42d6039Z7W5vHBtz73k3CMW2rZGrn1LQrVFW2qPVHz6CK0ySW5fdY_b606K53W3zwK_w18vlhgW8hdRyF4dLFqxW8ZvZB255W2MxW7-XpTt1zKnPbV3mFbb6dm-7sW3HNcBy3szVzNW4b2jyb4DdYZGN29XsDGmN61RV-20db2YyyzVW7WlhZX452FwNW1rTjXj2Tmw6yW2791kN2vlq06W2H3HGb1_82y9W3cYVyh44tjzKW1nW_818JDV_kW3qPBcn77VXVNW1lDZlZ6dNJb0dx4-B604" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="hnUZD6DZ">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3p1VMSbv56GY3qtW7_wnTX2mNVKcW9fvNq46Jn20bW58_JZx2g_4hYW26Dp-k5hXhRLMZRflKXtSZCW8zJLV885P19lVcY5XP7PwDjGW89vqNs8s-Pz1W4gXsz98FrTFrW5lcHTJ4n-BnQM6DYfnQvcCFW72Bwyt4xdHsKN6FvlGNXpVXLW58Bqd45zw5c-W3dC7bp2Ssh-zW1qs6tm68VPrLN98S7Z8kcc0tVlN7F34fYXqjW7kFzmS3JCrhlW6_WC1W1_h7kNVTfYtm94S0XPW2TKW8_16wNKcW8GDYHc4R6GQLW6Hzqlb723MXcV3Yj9m3TfLP_W5fqsWC71DX5NW4TFN1M7fzVT9W1QWj-67cvVFxW3x7kcz6M1S6Yf6Z58rz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="7aeRE+Cc">
Combining Rust and Python for High-Performance AI Systems </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3p-W5xHs7x2lwpNwW8ZCqbC2GyFSqW1bqh_g4vR1KhW90bBxn6RKskdW2Pjc_91Zmn8jN3PTzqJTVQxLW2RsGf95CYqdHW8NVZQK2SCC5xVmf3ln5k5RKwW21nPkQ8HLVXsW1gMv2z6CK_SBN5BhRKcylnfrW3-X5-g7kKXbTW8bl9kW3gjQ57W25YFTW81gyrMVfcvjP2LGvctW5kRhty5bg-0rW52-hSS8dD58YW72SHZF620YWzW3BGwkm79Gz2QW8Sh73R3D6h8tW2njtRq4nrfrfW4T0QDB1gB58sVzBtJ87cxhjCW8Q5mZ01v51mrW8rDlV46Gtp49f8NZ4mq04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="s/BCl3Yv">Zziwa Raymond Ian</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNB85nR3bW5BWr2F6lZ3mkW2qJ4KM2nY7cNW3qXgRN3-SjcHN7BZ7MxB9kcXW571V5w2YQ-lsN6c16kKKKmzsN54zZQn4lwNfN7J2y5SCkVLxW5ZLvkL1cPwnxW5mj2mf8y-vLfW1V7RHN2vvrFsW1bnn7g6Z3v1tN3CH2vjGPcwXN25xX_J2TMxYW3q4Sxx6s39tCW4_m1Zp2xKj2GVzrSfl28VhjKW3QMRNf4n1X7_W40yfnd7y3n8fMpQ5X6vTGKFW2DKWvb57Rt-yW4Vzx8t8YcrVXW27xFsY6LzNZKN67NlHwRkRrQM1n0M-P0HfgW2gCyGY60zmb8W7p0tlm8fRT92W4ZzBt95dH11SW4930Yt4HMmjmW73jMdS5FX_mxW3Gyr5T5MGK24W1mn5cy7SY_jrW2W9Dyg27Tpq1W247jbF1B33stW9fgyQr1b-y0Kf1cFT3K04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="oDXKIWHo">
<img src="https://cdn.thenewstack.io/media/2025/12/fb90841c-17d47d58-211f-4d37-a330-415fb51fd773-1024x575.jpg" alt="Featued image for: AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D." width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3n6N27WxNV16d-GW3FKK402MKCsMW2PNwMP1xCfTvW6Y2jJ36cgw4JW3v9p6X3L3yMVW61R5rT48SqqMW91L9cw1psDn2W7SPKxK5m3JTcW28g7v25G5xprW4QBVHH6nmRkMW5XD-qm2sBKKSW7pX7wb3SnP03W7gj-dh11WMczW3D2KXt1WbBf-W7VBM166RgJVZW1rpkfn6XnfDTVfNP-c1j0dSvW3wCkz36qDfkHW81R97J6TL2bWW2L6qYh3Zrc3gW4k9R4T4ySt_zW52N_0_8sHHyHW71H86P8mS0kqW2myzL_1MlZPRf7yYy2C04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="94jhs6lq">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNB85nR3bW5BWr2F6lZ3l6W5JKlCS18q_26W8BWnvs6RMBcmW2QVGqb3wmZ5WW3bd7cZ564ngbW1RrK8J8jT7ZhW80F18-487fGdW8yKWSW6FzbQBW2_xCwq3J1t-rW7sC85g8mcBCCW57DC4179CMFqW9k3DSg2lNmRhW10V5829dYDHHW6l11MT6ZzVv3W6VJFmg7MqqZ4N4xr9dRL74fqW3_9Ns12-xrxyW9jvz5M4vK1KjW5CTNwZ47-WtkW6Rk2d058QcSNN3qGnxC6F08zW1D6VYq6gQgFKW3QZV9Q4rBl_xW3vYVTz2M78xtW5K1fzB1lHcfhW6j5C0c7830ftW6CY4hZ2WBSC-W3nfWs06b7nmwW7JchgH5kw1ZNVXnQGX3BtdGQW2JJLgR6hSV5-W4GDWnW7lxhP_MsWVZc7XJ6mVcymV61LfcqVN4Y15lLRGjgJf5HD-6-04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="or7qmdlo">
AWS Makes It Easier To Customize AI Models in Bedrock and SageMaker Without a Ph.D. </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3ktW2zmVY32rGlqsW42yRXG1yr9bdW84FKcV6VRCJ2W5XYVmL75XKylW3Yx-7t4XJtSdW3mw7M42xkkTkW3J1fNh4KcFM6W9jfgYb3dfrXXMnnB4tN787BW108m-z8fKHg6W34mFqb8ybyr6W72991J3x_1TpVmyMQQ85X42nW8pkP278d5wVnW85l7sQ6wS5b4W6XtL2C4SzXJ7W80S31X5NJGDgW3PVkpd6cdmvZW2CZ_z31L9TqvW2Sr3DL8MKMCCN6Z8scpKcHZtW5VzKKb71jc_4W5nhMKs8N-HrGW2Z_t7h7CcwXYW1BYRKj27mwm8W1CRptX2gws58f3g57Ts04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="8w+eHBaZ">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3lLW8GbCnw5s82bLW7HTkDF3pHqxKW5_vNRF7QwXk2W8bFc6G8pQRMZW3pKMRh2QBzhmW7g3Rbb5hQnJ0W82xRhR7Yy4kQW4K5-7Q5hZPR8W8MlGNN20QsFfW8q3Bnc2Twl_lN3n5QvLvPlw-W1vqrtX58phfrW5KhRrQ4Y-R8mW5W3K_R4-9LyqW1gKmmJ1gQq5LW5LK6VD3xfbF0N4Gr23kvXWKyW4shHWH2v6dhGW5x1khr4C6-sjW98HKjP6KyJmYW1rhh7S24GVX4W48vG1M7yM61lW2M2K7c7f_RkKW2TXfMC5wrLXJW5dKTVv1vZkbrW3Fg-_96GYQYFf2L8D--04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="seHT20Lj">
<img src="https://cdn.thenewstack.io/media/2025/12/70efaf50-log-1024x576.jpg" alt="Featued image for: When To Log, and When To Shut Up" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3mtW2WMs5m6g_byCW8zrg8_3J1B77N6zrtg2WfZYLW8yCQBq36J4NdW8YJWrt6PNjBmN7L23psjVrrvW10dS4j6CQ8VyW1BYXF27YhhplW5hGBjZ8hZH8BW6rkSgb71zftdW32B_w9291-j6W9f5p183pqlsZW4qn7_l6-w06xW7c7lP011SsrBW1hL3Ds86cgCBW6_Q4-j3K4h4-W3jQksD5TTxynW1yYy2T9bBWTfW6GnLJy7BB4H1W4cdHFG36y_2MW1Myx505mx-QCW1k1sLW7RLTDBW7_bF_B1dBmTMW42WSDK32WpGMf2-Gccv04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="KhZQhUnk">
Observability </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3pcW5lKLSY75xYvKW8L3bmx77QLrpW6nPwlK2TWkclW7Ff7QV34-9m2W1tT_Pk39qK-qW4Vc4C368CXbnW4SkHzN5-0-rVW6S5T3c2Hn6k-W6jsJW15nrhbcW30BxgT9dyvspW1TpL8t2fHk1pW1yvPhH2jPZlKW81ZRSt6tYN20W28l-Gp4YlbfgW795CyQ1nhZYCW6x2x9C68b9QsW5S63dJ60BDk4W3CLVfZ3DQ7tjW8-0JhS7-8dpzW3n9XfF2R9gkSW3S8QDt57dhNFN8vnymPVxrszW597W0n7581gpW7LFV191KncTSW52My9x20_gb2W70gMBT7hS5b6f4Gd7Xz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="ArwWOH5E">
When To Log, and When To Shut Up </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3nlW7tQh_39dMCPqW8cBWWK6MQqNtW7996Bc1-9p3ZW11rMKn8ywcPRW1RJWmg6L7jQzV70jJF8CLbwQW6T7sK63tvW1vW5JZRKG5grlZqW3xCNG020jMyYN9fZBg9lTQQjVd3cCT6Rz0yJW77zNkB2n3g_xW5DD8ky9flw8fMPSkdv67181W2SntLP5zcvfQN5whXnVWybzDVXYsJ88D6h1ZW3G_Q5C3M7WttW8Xy-hg3k9q3QW1dPVPc1Tz-2HW2m9KCw5k1Y-kW6LS45Z645wC2W6hLcHK1XdjwsN55CYr9Yb9YYf7ts8jj04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="vHQwYlzY">Mike Shi</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3myW6RF7t58sZZyLW6jMlQG4fr5MDW6zsr1n4-S8SNW4KlLZD93SVVNW5xkZn62HwLS8W8CmXqJ8MMYkDW4tt55J6XdkKyW8J5vcT20q4M3W56PDZQ82F9SRW6kMbq646321YW2YX3y384R3c2W6Dq4WB1LP-YmW63hcKv2R97sZW8t68jz8yF4RvN79jwXvmNVJPW5pHDLg79QZ6DW5L1zZd4GGy3BVQp6Fn1-39FJN7dVrxx14l74W3_nc224LTqMGW5lZFgn8nJJP1W2XsX-T8VqCVWW4dWtQf62CnsNN1hv22cfcLlxW9fCXYB1DlCVmN6h4y1ldQ5PzW6n4jSX4V95tFW4-w4YM663G9KW2wKKHm2_0q16W4k_f1w1Wt9Lwf77kVPC04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="NcmUW2kY">
<img src="https://cdn.thenewstack.io/media/2025/12/2dbf39d2-thumbnail-30-1024x576.png" alt="Featued image for: Helm 4: What’s New in the Open Source Kubernetes Package Manager?" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3nMW6g4hfG9bYQNdW4KYp8s3LMxy5W1Qn3QQ73jc5NW3M_TF_6LZCNCVvj1xl9fNcYVVZQDjb8d33fhW5vSS031vPXTPW8y3sJX11KQvLW944Q9x3V1LcdW90yvsl4v1qqKW2XF1ps1yMFSVW2QWLZd1W4fMyW49xl9t4YxHjVW8gYYvs3Mp5QTW98WkhZ8ZPK8vW9htsHV5fr1YdN2MdGhFG2X6dW40nCF-9hw89ZW6ffRZP1zSc7VW5khM8n8ntYnbW5SY9Df22jZ0NW8fJvVv4vbXRKW4MLNgc2L8MZhW5t8mN38fyD68f75vcnx04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="oG0D6vQ8">
Kubernetes </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3nGW90s2Fw3szpsDN27HZmhBBFcnW8fJTR81vD2v9VSCWgw6Ys2JGW69C8PB65PqYdW6YBwtQ8Z4_v6W6cvTFP3JpKQ9V6vDCR3w0YZLN26vlljctzj3W7D4n_37llZDWW60gyz-1nZm1RW2WF-h9131mmxW4yrbQv3M7RjFW4-nP5s3FJKK1W93CjsP4Mn03nV4YCnp2bLwXXW1CgsMS4NXySFW6sspQz2Zk3Z9W6_6Ln882GQ_MW6C7FyH3dKwThW4Kpn536yJhXnW7J3VF-8pK4MMW5DzcJF18mPFMW66-xzq99zPs7DJD6T1vkKnW6dx0kw3BQj6ZW7hW5x41QhPj1W786d_w498cpXW5s60Bl67YYLmW4P8TpW5HBZm_f643R9F04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="oQ0oNk0V">
Helm 4: What’s New in the Open Source Kubernetes Package Manager? </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3msW2PkcKH5gmRLmW7Hdy5W7Gjyj_Vdw6n01FxsGYV63pgS97K2DdN2m7ynzpNqH2W31t3pG4P8j_8W3w-vfL48M12CW7qZHq48kTWwyW5FCZbf69KQLQW6q1HvZ2K7GnGW7nQYcR5BL5XPW4xKRlb7dL16BW6-Dgm_1QJQh2Mtkd_h1cDbwW5m-pRw72MRcfW1hdHz21W8ChfW4khcch1g2s12W16r_w16LxL5KW874Nw29l_nY9W5Z3zSV4v1wkDW8H_Xpt8mJc6_W6Pl0v08jxW7QVFpdCs6JbLRcW6Lfzgp6sMhLLf43NSP804" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="yp0S4EeD">Heather Joslyn</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3nnN7LnTvPBXWWPW3WjY-j66nd0PVtLNK86V67fCW7MSdpg3vb1RyW7q2nf11bWbbRW39Y29J46zjfXW3KvC703VklSMW37-6ft7DvCZqW8ZhddN1n8vm6W4Z0kg24hkj52N7f9Bbc8R_QRW57Qccf7Zw_h9W3_hJ-88YKWqwW6vG0LF8sSGW2W85L4RP3TXgJ3W12FBfx7bjPgLW3_W2rK5JftLTW5K_WN93Y6xTzW3QCcV763cwZ1N7qm-tQ7TgPnW4P4jFv7TBdYzW1hlCwZ6hXgjNW6wqPYD50fDXYN3hPS4P_P3bXW6Y4s-X3GXxssW6_Hk2d5mh4mjW57fPk02s317BN4P7cS5jQ7vLf5yfl9P04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="gez3r9mr">
<img src="https://cdn.thenewstack.io/media/2025/12/bc4c0a89-documentdb-1024x768-1.png" alt="Featued image for: What DocumentDB Means for Open Source" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3lQW5XnXP89cdDvDN5kSN9XDv3wcW7KtlBG9793KmW4r9SQ92HGhtjW1S_dmF6nhzK_W5QJKHx4h2Yy0W6Jj65Z9c3sMMW6c4_Ls8yhtMvW3FW6Js4h5nTjW9j875p3ZnYZ_W3B10WD11njqvW4Lm-7h5zsWGWW8dfm8n8mTtmBVcSyL81pW-cgW8FPMRX4JKCB0W5L_sqp5pF3X2W869LKg8ngPDZVs3cb_8DyK4LF52nrLjgmsfW3LCTpq1NrKGMVDM2Q04Lr2rPVjxJvn740m70W7JJjyT51FP4dW4qsZjh6MfbFhf62Pp7204" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="w+6syV2B">
Databases </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3pmW1gp1476vXjtgW7GhwBn3FLz-JW8L88YX14GJP0W8Wt5Bj2WCWcmW5pB4S349yfDPW7k9yL85jp805W7-m8xZ6gc9_cW99FjnX3DfppyW6pjKGB3hyH72W3mh6g94XNQhkW2p7hFF3P5V9TN2P9D8h4PtszMn0XR9GC03zW4Z0Xsj1mtH6cW2rKCv91s_jfTW8X82QS2vGM3bW1xpfDm7VxGQFW99NSTR701QflW7ttf0p4Ls98xW1BHVn-5YcHklW8Dy1Ml5yry2SW6CMPW12cbVt8W2Xzpdp2Q8nZzN8cvycsmzqsLW7nb9Vb7cv6R3W4kfd2g63rLv4W4Zjf_M963R17W7l8lpk5CjKf8f2xqDpz04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="YhbReFzx">
What DocumentDB Means for Open Source </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3mpW7XGGnn6_TQ6PN2PL-pG51M3wW8Lb3sw8mTtysW9gwB2K5fh0qcW2TS30z77lB44W2JX8JF2-tlJJW9dSkw08lnWPSW4BTnn16M0W97W5vMmnw4_2VSfW1RVm0s6xh2dtW2MnSmB77mszCW3Zq7PC3CpnHXN4mcWr-nk3_rW8S-_6m8ddbVcN87dFT3gJyzGW41K74p6dXkRCVwNx-_3d1kK0W8sRxnV9jWn3zW2thJJG3WgBkmV67gXd6mf7HbW4GbGCx6Q9z20W1_PkgY4kFqRKW8czwVC2cVJLbW3skYCs49dCWVW5dXqSK3SqYSZW5Zvn4N9gCJ_vdm86dW04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="rPPiLHTi">Jelani Harper</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3lpW2rF5Zg2y0BfHW60Pp8F86WksSW7DrH1J8plT1wW36tR7D4mj-RQW1HGj6y3Tz9QzW93G5sX27x1nTW5b2DtF571GyQW7vKykd6bVRCPVqWLwm2bsm97W2Z02WT6XLTrjW1k-S7d2pC1ldW7MdCjz7rr9B5W981HQ62z7kNMW8plNtt4BmJWyW6LhVRC64NHsrW6_cGS43kFQMkW73zt5R96m9WvVxT-pX76gHkYW8mQVCd181F40W7kF5B21llq7vW8tcQ157ZfXc-W5FXwL92lQJ1VW6C08J82d0j4sW1y-vdS8lltwGW1Kd0VF450BNsW3FQ8N77pnPj1W7cV_tq2n3PFtW31sXn734SGkVW4x-KwP8W4pJ9W3j_CHS48-Rg6f98Vqmz04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="AiJ5RBR3">
<img src="https://cdn.thenewstack.io/media/2025/12/f3bfc754-philip-oroni-4bh1xljd1_0-unsplash-1024x683.jpg" alt="Featued image for: Stack Overflow Puts Community First in New AI Search Tool" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3lvW6bGHsn5JWXlvW2__M476R0m-fW2WtWws4nrd5dW33H_lx5YVGf-W81Nssw5JRsllW1kgPgj89Zy2JW48q2KX2tMbN4W3Qt4754gFlc5N2DJT1_xzP7qW5P95xM1RTrsnW3_w_237wY0L6W9l8Fmf8-PZLCW50MsQW17Hj3ZW4zgRCt4Hfv5pW1zfWyc79mC7mVCc-sc5w2SSbW8MW2g62SzkfBN7trBMz7ZH_bN96qHmm-jwvdW48WyG73Ds5XNW4nJS915mbbZ-W9j800_3tCRHjW7gTQ8N7gdGM2Vnkk-853rlzwf1vgF6H04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="qJ+t59NC">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3kHW8nRCCS5j-6ZtW5Rfmpj7DbmXwW2GyByF6SG17CW5lQllY8HmhFYW3Sn5TJ1pG0m_W94KWnX9jJLGBW23tz9w5CqKlCW7NBxgF3bgTJDW5cQlhB75blWcW7N3mrj7JTgVZW5t4VgQ2TdwL4W4d7DfW4r9mNZW1KfX5l1F9JshW7sX20-57gKKZW8XHnDc2WCtnGW4PwSrS7gg9MdW4Wx_jV1bDhD8W7JsYQ91zPzHnW506LPm5VtBN1W80dY2m8gHMpmVGXkjJ50sYjTN6SMGmzTZvdFW85gk4L6gdhy2W5pkH4-4BxsjCN8y3Pm6mCWr9W6Gcy3r5-KncXW1sfpN988jQV9W3QqB2L4yXX2VW7STT-r418JQtW6ZDRdq584Lh2f2Nmzh604" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="aa6ue4wW">
Stack Overflow Puts Community First in New AI Search Tool </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3nxVKZSfJ2SKNWvN591WShCrChkW8fgBXS1g7CvWW8TBjKc4MrKVtN7XkWzKmLmMFVCPf7Q51C2nCVndlvj3ZMGjWW70F5lf77xyRTV9Dqbf8ypgwqW3dQ-FQ2VZ93GW1RBWCv4LygKsN40gn8JWsmyfW8rtJZX8rswTnW9bJYH6221z0RVlqXlp5WQlk5Vf-NvZ1sshfDN3JszQGlXSdHW3gNtmv3k0mCpW7QHQnH7JGn3mW8TKx4W3GRy3SW4Qvh213Px7csN3HcPmKqJ8tqW1ST_hh8DrXRjW5sJy7f7sPPWtW7yh5tB1Dv6SlW1hsvmW8ZxLkNf1RSQP004" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="fBRiJagP">Darryl K. Taft</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5nR3bW50kH_H6lZ3mYW8hq09-30gKpdW4d_Sc15gS3WnW387_MB92FP6XW82-lMV2yZqmcVYRs-_8G29nhW3_Y8385fqZh4W1s24gn7-3Bh7W5Lh0pP5Gg-b4N8ghGscJzqyyW7WjkfJ8fWK9hW3nnBGs8LN0G-W4-GzCk7Np--sW10cP5-3Z4ms7W49dwkx7BZs7HW2bgkxX3Q1fbzW88-D4L5vLSZZW9fSZRX5sJ85fW18LcFv4WjfRjN5pNQDK5qv6XW7-sHl-4DMYbKW6g-FJn2VGdmrN2bwf3qQb25zW5VLswY84NFbBW5ryfxz71LddBW5jLKj76xfKv3W6Bk16g4mZsTgW8vXf9g6CM-cJW8Z1hxV8X1JzxW2x_qql2p5_ysW3ZKFMc5-sg1gW8vGq8Q71mJh7W8bZShC4wGhrsf2ZDllH04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="Uejs6kej">
<img src="https://cdn.thenewstack.io/media/2025/12/f6901a94-chatbots-2-1024x576.jpg" alt="Featued image for: The Conversational AI Revolution Is Struggling. Here’s How To Fix It" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3nVW4Rf-t11Z_N7bW4Ml1s23tJydxW6j6xxB4s3XV5W6V2wbF2lrC61VRXy_b82xdHtW3ZXDJr4-l2gXW7L3BsT894-NzW6pqKtP5GB9BxW61grKz4lPdbJW2lySzL2bxybzW6BnYnj7f638RW1L8bsd5wwkTJW1YpKfp5tq58pW8-B5LS2PqHySW1snhPQ4qbH46W1k8fy596kRdgN24JMyHG4SgRW2LbHJl81lHvXW1YlcQg2TGS8gW4yCZq43P1SF4W4cgCSn4Gg_b9W8vgFr_6XPP_3VJJfHP2WzVFZW7Pj8GB63wFmwf6JSYdM04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="0" data-hs-link-id-v2="EqwIYxaP">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5nR3bW50kH_H6lZ3lWW9jr8ZL8lH60TW59dcRf6CCkCpW1BhbyR91yJv9N9kFW5B67dGkW1ZmQyY7kY5J5W6zxR456tdSC0M7DR-DSgw6sW6dnPXK8Dbg2nW11p1w-4-Y79vN8VG96TPWfSpVx7qF38wt2k9W3Fjlg92hHB1rW54rgwW3SQsXQW5h10YM5cc90MV8dmJW1PD5pWW6twR-580C5_pN1zTBWMBX8B5W3YSDwC1NfB_nW2czQ6Z6pT-BPW96vJGs2Z9YyJW1wZwVN8M9GWdW3T2kMJ6f1xCqW8BTKwP8SkVnGW6Wn88816F6Q5N2xtbCv1Q2_DN2NTzyGV41HdN3-xLXG2qm-SW4s46hZ14hmysW3Vg46P5f2xnhW37tH615rjmRXW5MM7lm8-KjTlW3K7_zf3tXGVHf6SffYs04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="h2sKvJXo">
The Conversational AI Revolution Is Struggling. Here's How To Fix It </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3m0W69Rjvz7ZRQlhW6dgQ8q29r_ztW8k7GLF4VJpk0VzS-Qh36Jl0JW5-v6HY6KCwLbW4sJxMg3vShF6W14flKY31HGLmVy7jSJ3QZlwLVRTDCs5hmhc6W6j5_fm8dr2jmW994LRH8XQjRnW6_HVB54gclTDW432blG6HF7C0W67bMSH1QfzSxW67V7JG977Pl_W5LB6Cl5XB6FBW6BjmmH77wnSxW5wX7cw8rQlnRVcpPXp7ZCmNNN1ck2HzTRZ75W40p7kR7Q4nSzW5jjbv1303zBlW2cdfKP48Bw8jW1B9rNv2zvmpcW8G674P86bwLpVt5RPd4RN3klf62R1gM04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="+NAAcK94">Jennifer Riggins</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3ksW34xZbv6wDZ0KW6Rqfsg3pLH5NW1KKlX62S2CS2VZYQNF1bTFTNV51tWQ664qVpW5V3lgN73KVmcN1L1FMX8NcxnVlhGcx6N6zn-W8KHFNg8BBJy0W6_m3nK12dQGRVhYpRj4l51JpVCdCWx3s3_C6W8Q3kHQ69K489V4SM-z7vPHXGW5vmSSL2vxCR5W2bHkVV51KKZcVMqR3-1Mygd8W6txJ7K3CY8T2W6jq8TC4KFdQTW286V-Q5rFPw_W7D3WD05R1hN3W4GdQ1_85Y56MW2Q_FHg888cHnW1MVD3T4H-VBhW7SLGxY1l87BZVlM-gN7yRN4wVh23Bv4gkHkbW3mnrSP7m8T7mN3m-75Q5pnv-W9lsW0r4nNf9sf865PY-04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="wtlCeFzc">
<img src="https://cdn.thenewstack.io/media/2025/12/8138abb9-nova-forge-1024x571.png" alt="Featued image for: With Nova Forge, AWS Makes Building Custom AI Models Easy" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3m6W26khPb2gJmKQW5Kqyg83zKCr2VDP0gT6gR14cW30B5dP78DZ4QW5vnrP08mgZsRW12W3LB35q0h3N2gvX_9SqfmDW973Vm44HqBpdN3KYZMRfRjNsW6N0wMQ3J4MwsW670-sb38FG9-W8DmPHP2xD4xsM5m-SZ8zZHMN4TfpWlvc9XmV2NTFM70D_SdW6ksZHC7PKcPbW56RC7j3WCsDwW8--CZ64tq2b0W7kQ6YM7CyKkqW6mvmrT1Hw_pQW8zR91X6f94rVW7LgQTx1nV5CwW1nvRJs9f8LhxW1Zl_sz2wvGSGf554WSY04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="3" data-hs-link-id-v2="w1PrlLpS">
AI </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3kwW2HQWlD7kNTFQW8zNqdx6yFtY4VlRNym4V0pC3W1mj58-2tXs9JW8MM1F77fsn7xW3Vd0NQ8110yfW67MqHg99_YctW9dN6Yj3vYgxRMPbV4j_NK_2W76ylSP8_VFWqDrFSzWl52MW8pyDx85jdvQmW3nK_qv3xJrNHW82b-9h6Xz5fGW5H11Jy1sGmhlW5s-pQv4Z1lFNN8jJwhQhh2gfVYR_4t27ZLz2W5MD9Qc777091W7j0X9D29zNQrW1Tjfsw8N2LTKW6DwDH08XnNKSW6K22m-3PRdWRN2jgMzXGWZl6W88QJg253fgr7N5-RMkZ_v5d0W14nCVY4Z6sDxW7M8pH61NTLrrW2F6JyP16CQ3qVXV78-85ymLpf8p2DvC04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="wX+FUtzR">
With Nova Forge, AWS Makes Building Custom AI Models Easy </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3nqW6PqX7R8S2zGvW4_BLxx7FBHH8W5c0dS86PDtHbW4SLp348szq37V-wWk65Y2n9mW34P86z8K9v2vW2nH3nb21Q9fMW4V_qNd4FX_3NVHhbW67q7lKBN64VwhS2VMztW36_qrv7hrcGhN6Nc8DyqlBvVW3QFsRy3sQ5TZW2yKMrk2tM_Z_W3LM22-32bP9kW4MKkzD1jxTkBW52nCg78tbY8_VFG9QG1fhjQ9N6sLsV0jz5xwW4BYTSK4sr504W65WpLT29Fpx0W80bFRG41r8k6N8QgNDb95rCNW7sD4tN8VTfqJV9RL3m1_HdBxW6sbrLw4LT8bCf11NSW404" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="BhaE5+a3">Frederic Lardinois</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3p5W1NZVRz4K7_z4W2_zDTk6x87wyW18Zd1p1sgCMVW1Fm4mm2cWJjlW4JSDbG6W_wF-W2zbvKJ12K-FkW4-1k3w8bNLh1W26zn_L7YryGgW2-MGpq4yXXh8W6Wg2607LPGxQVqDbbn96P0CcW6hphrN8hD5p8W61Dkwy5XrYG8W1dtv6M1wJYKpVJyFhZ7FwG4_N5Grz2qL6qyJW3sSWS87LzC2BW94wlX161KH_kF3Q0Xfytq87W5hyh5n6KYmdyW48qKT47d8M0BW6zBR7w4Cl_R7W2-qDqS2ZwZF8W6VCWN24cQL_tW5G_sFf1tvTPtN6_bmHSX0fBfW2bTZMr6qWSvzW1j37rn6MkXMMW35PRXm86bCyrW2Fh46L1v--Sjf2tjLxd04" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="zCK6w/ZI">
<img src="https://cdn.thenewstack.io/media/2025/12/ebd7a678-getty-images-sqtg_gjmu00-unsplash-1-1024x680.jpg" alt="Featued image for: AWS Frontier Agents Handle Code, Security, Ops Without You" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3m8W7Cmyg26NGVFXVVSjxf159vK9W3zVsPC41PBG6W8P-zFX8lKS3CN4PSJZDJLNtFN1Hd-ps1Rh0XVF6q6N21vpSdW409Xhp66S0LLW3wPYH04NKTXJW8CBdn88PBZsnW5hJN1M4HGVKKW16Vrlm54QmN1W5w8dYk2DP3BbW2LfcNG2J63xBW7fM1Vk6XTBT4W1k80LY11hlX7V2ngG_68Nz0sW95qTg45XVlvhW1cHCC12B79MPW48r3-12dmLtGW7Scptr7gr_3xN3DGD_gwkSTLW241SVG4tBpgNW7VVcc78y_6XQf43J9FM04" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="1" data-hs-link-id-v2="6m6DUnMh">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCY3qgz0W95jsWP6lZ3kqW3Cn9d04X-LPWW56WD6g6hK1tDW2fQmxM8gMK5QVZZPsV36JQq3W6pCfFf1J40F5W1CNMF93W5l_5N2SwssxJDRNKVWTPfp67SxpTW79h0yY5dL8DVW69fHpn5-QPVbW8NGV3445CY4VW2r9wgD8M4ybVW1kdknm3QYbdmW2NMJwW9b-76SW2wwjf-272bnDW6Xj8N_5bk_HYW8M7lkF5HhDdnW6dHrvq57kN71W2X8W-B6HN_TvW7swmCN6LF_htW6gY2rK5p0QwlN8QRwTy4m_cLW6hcM3B2tKL7pW6XK0v12MC67yN3_tZMTc6LTLW1pKJrv2Y6RTGVymFgt1dSTDtVLdg6F4x9k62W2scgZX1rstPgN1qjrXZspSgsf5pGPb404" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="nA2FytRz">
AWS Frontier Agents Handle Code, Security, Ops Without You </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3pSW925cvm5gQrKRVHKwcH3jjcm5W7dLSDY1147W-W2K0Sv49ggQrjW6m4bhw3HVdJ0W8GFxvY97wBrwW19Td7Y5JQcSFW5KTKGk2GbHhZW7-m7F42wxBgLW6cZPlV5fYSDMW1hKfVh8Mhs00W4NTFrq7dRnj_W4RYCFC1yqzsCM2hgnmqw3dtW1DXTh477CNHKW5x-tlS3n7bKqW5SxZqk8VCk0JW27KS2y7R-qF9MYkvfzqBhHdW4ffyHs98dkcTW6S14p_2VfP2qW3-cvvb2HQtDHVss8DV27WxD4W68lPb0192d0MW4zxw1N1sT0VVW1V1HSC56ZG70f1KcXml04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="1" data-hs-link-id-v2="CXo4dn9n">Darryl K. Taft</a>
</div>
</td>
</tr>
</tbody></table>
<br>
<table class="daily-digest-story">
<tbody><tr>
<td class="daily-digest-thumbnail" style="width:100px; vertical-align:top" width="100">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3mSW4nHR2H1N2KDXN4s5gHGdWhnlV-YJtg1_bfNZW5t3YS985666pW7s38zN34M4BhW8M02m61DFWtnW29-xgn5cHzZ4W4fRBwL8DnRHXN4GsbtkNRNmpW2ZG3GG6Kn7kxW2rl6mV8lybspN4w6lY9LxZhVW63LSc68YHwpPW7frkzN1dr-vQW7W3lbC4x2BBsW8vJq5345shMqW2c0VGP5WdnnlW1QGB4S73vFcSN24ZJHZNK7pkW8RjtDD7gBcSkW6hLk_N7k0Y_qW6mD76H1hTQ7LW2Ww0ks96Vt_ZW7sCNLR4jjv80W2nqQKq5PJM9nN28QhNVRMQXLW6Bl0SK35lG1gW7BbQGS7kJckGf98MtH404" target="_blank" style="color:#ff3287; text-decoration:none; display:block; padding-top:7px" data-hs-link-id="0" data-hs-link-id-v2="NsfFF4SL">
<img src="https://cdn.thenewstack.io/media/2025/12/f266e719-christina-wocintechchat-com-7phq2bca7dm-unsplash-1024x684.jpg" alt="Featued image for: One Year of MCP: Looking Back, and Forward" width="100" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="daily-digest-heading" style="padding-left:15px">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3kFV759tf9fCZF8W69Lgwt26Pq5XW63HyR58zTVGcW3cgxX66c4WXZW6cngQT1g6BvCN6P43BKkwN9wW1tTSdd5zTsCTVp7Jhr5Q9Jh5W4vmsqv2R-xXlW4sZXwn7BZ-W1W1wB0fS66lX5ZW62x-x34SHHBMW5GX91h37QpBKW2mvXT34cMY8yW6hyg0h4MGhlqW1kRRh_4Hq8v_V-9YPm2gwZhMW1GvVjq4lcd55W2t18gJ3j5tyXVHYQDF30DhsDW2K6JW02TZw-_W7Pv4Ln56y2j1W6dGTyL7fB7bkW2zvqG42VjRhXf8w41Y004" class="category" target="_blank" style="text-decoration:none; font-size:12px; font-weight:400; color:#8b8b8b; text-transform:uppercase; margin:0px" data-hs-link-id="2" data-hs-link-id-v2="BeXWVovV">
AI Agents </a>
<br>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3qgz0W8wLKSR6lZ3nJW7yXRXs3xLF87W4ncDnn8B6bx0W7vCNsw60dRMRW7H0Z3D5wwbBTW24fKHh1gvkqzW5D8wX154DyJ5W47Mq0M5VmfgfW47F1rc9djcdwW8XJQ175PF0_1W1mKYBk85WSHBW4CsL335ycB0jW1vW3CX1_PcwfW6N8Yq39jq-SgW1Lq99Q6zZDhXW7r9bBg8Yf0dpW97scCw7P2Zj_W4ytpMs3z8ClJN8lnhMt-pK9FW1mBK3Z1wPbKkW6LbHcl5LLB6FW9dD3L82T1-kRW6P2wqr7F097yW2HpyPY8Gqgy2W4fwtYb4M8mZ4W4yFcv271vSlGW43dwMb6p196LVS0bll3-MdzCVqypXp72J5k4f4H33fg04" class="headline" style="text-decoration:none; color:#000000; font-size:18px; line-height:1.2" target="_blank" data-hs-link-id="1" data-hs-link-id-v2="+7+l4tPw">
One Year of MCP: Looking Back, and Forward </a>
<br>
<div class="byline" style="margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a">
by <a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3p9W8_2s2n4wS65cVzz7K-7fxbKSW2RJWck7j2LYgN8cRL8gk22JfW6H3JVt460GCvW3_TqYL6RwQ_5W24_SZm3tTS4DW1FfML94PBNGXW2R006N2Z_j0xW3M6x9K6vkxFPW1nKr6G90BM99W5M5Xfw8w9m_7W2wktfV6fckMkW5l12w229j7wlW1fHy4s2wf_GhW4XKhF_17srBQN3WcrxJj8R3dW3mQDDw710FgfW69zC6l49S5QSW26Fh_75-4dTVVYPFbj7j4kfNW12GTX94GcT33W4YDSk12RgQ84W1Lzwrj8LvT61W4vkw264NHyZXW8W1JN-2FQGFWf95Psl-04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="g8RtdatQ">Cody De Arkland</a>
</div>
</td>
</tr>
</tbody></table>
<br>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="sponsored-2" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:20px" width="100%">
<tbody><tr>
<td>
<h1 style="font-size:24px; line-height:1.1">Driving Innovation with Python in Financial Services</h1>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3mqW4pWXgn5t5GPQW3XR53y6jKD37W2w0WTB6rRQ0rW30Vz172Vq8gyVHzjKG1TH9wcW5s5KQQ34qcHWW9fr3-63GLj7ZVpdvmP4vDyb6VW07sS87Tw53W4GL1wl2c7-yLW6kWWQM65d75RW8dqhHN8STL6-W5KpSHy4lJvZFW2nrwxL5gds38W8R0CMn4lYs8rW8G13vq3z2rhHW7NHrW82T-FRcW8l-BKt2NbMDYW5RMN252vspYcW1c9_5p2gXy_pW4YX20j2DFPMwN8nQlZgM_26qf5T-sDb04" target="_blank" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="jN/rmWGS">
<img class="featured-image" src="https://cdn.thenewstack.io/media/2025/11/59e01e08-anaconda_newsletter.png" width="640" style="display:block; width:100%; margin-bottom:15px; max-width:100%; height:auto" height="auto">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3l9W56nf_c54MH9BW8Nck_x93CH99N1_BL97qSxwwN8mrp_1_l-C2W8Y_Jj7493YkQW6XRJJg46SmpzW7kB-c47H-x1qW93WkTS2DtrR3W27Lsx125_s0wW7hqr8W7gfN7sW3fbX2p67zRGPW35fSzx7n8PB_W8VRlWJ96NpWxW7KNw6n4ZxNlDN2TnNbTNw-SdV-Tz7059Rnm8W1bybNv99z53jW7JqSjk17dMXgW2Xsrs091lJm1N7gKxqQST5gGW635tVg50t3clW392St47bSfBnf2Jyvmg04" class="byline" target="_blank" style="text-decoration:none; margin-bottom:15px; display:block; font-size:12px; font-weight:400; color:#48607a" data-hs-link-id="1" data-hs-link-id-v2="fNXhqdc4">
From our partner <img class="byline-sponsor-logo" height="20" src="https://cdn.thenewstack.io/media/2025/09/[email protected]" style="display:inline-block; vertical-align:middle; height:20px">
</a>
<div class="copy" style="margin-bottom:15px">
<p style="margin-bottom: 1em; ">Join CIBC Executive Director John Wengler to learn how he uses Python and Anaconda to replace spreadsheet limits, automate workflows, cut time and costs, and drive innovation while meeting corporate governance and secure package management needs.</p>
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3qgz0W6N1vHY6lZ3pZW2HvC326vK1HzW2X1KLX24x5JgVzcv-57DQB1xW39XXhZ6nR2YHW7-LtQC1G9f9yW8hb45G8pFGHCW2LyXqq4rS3b6W36zd8f87FCCxW1jN3W-6_KGvvW6DhhsB5PDMp9W39p5Yv495RdLVGWB_x4FXltXW6rN4y95cMc91W8NMnqX7NGqN_W1Zp25h3nQ1VjVYs7V62-65ZHW4G-F1p10b9yfN2QfjYr9qK1mW2JGPxD4K35ygW89-5-K85sM_kW4S8Qg78NsrF7W4g6Xg_3q6Jnzf3jv3s-04" style="color:#ff3287; text-decoration:none" data-hs-link-id="2" data-hs-link-id-v2="emBJPiTt" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
REGISTER FOR FREE </div>
</a>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="cta" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; display:block; margin-bottom:40px" width="100%">
<tbody><tr>
<td>
<h2 style="color:#00aff4; font-size:14px; font-weight:bold; line-height:1; margin-bottom:10px">FLOW STATE</h2>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3hCZYW6N1vHY6lZ3nhW1BQV-D4CbZ3LN8y0VDGbsw19V3x8lP66tBnrW2wDHKv8B2qZpW8s2yGk5c4xcNW1jBy559d-T48N4xPJfxxYz1xW7L9HDn7NJ4zNVtjKXB9cT2KlW56bwpp915gZjW6sPd-C92VZH3W8SkDnP3jyTbsW7DncqT5VZDT8W1XmTm-8JfYYhW3bNf585LLVf9W4r1w_Z4Fgq8sW36XQY64c4kZPW114K271ZvW07W1Zy2Nt7vBf82W7nKWCJ36_N0TW8Mz_BV394MbGW6nQjcg7qPS2qf3KGh1K04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="rJDzJAev">
<img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
In the Spotlight: roadmap.sh, Our Sister Site, Launches a New Elasticsearch Roadmap </div>
<div class="cta-copy" style="font-size:14px">
This brand-new Elasticsearch roadmap provides a structured path to mastering the entire Elasticsearch, from data modelling and ingestion to advanced search queries and deployment settings. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNBM3hCZYW6N1vHY6lZ3pPW2JgqWN49n1xXTBgT859YN76W5ThBcH57F_ZyW1vYs3z44y4v_W49grVz8QD83PVl6BzL3G55MSW6fX4wL2Kys1zW4Zb79W7dLDd0Vv8gWL39N5SgVFWtxl32KnDlW14mt4p5LbFmnF73dVzZxYgvN1DVnb1FKDRtW344zVj24-ndjW2XLfbG7qpH2xN2TZW1rwXW5rW8LbfY55XcCgpW2GGdjN8Yky_rW5kP_fX8jn2sZN2M5n_K1NrdjW7rH8Cl1lkRv-W4cx3r391RtyCf2Wx3cF04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="syuabXhU">
Explore Elasticsearch Roadmap
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5g8t6W50kH_H6lZ3prW5mq1JJ8qJS0GW2DVNWf6R2T_wW4W7_1q1bCcTWVvMl8X5_sLv9W4qFJzG24DhjXW7FW0vQ664n3yW1HJc9R1DjbL4VsDxmb94wfN6W9lVJD47WJdllW4mWdHm2qJ052W1CRkRd29mYHgW1vnXV12n2Dg9W8qZmk41k4wDwW6tbLRb77vtc9N2MBFV0l5hZyW7H7Ww76MlMv0N33bSTx323_5W3Td7sj8Q2y0fW7cmzH_70n8dpW6SVK_d6wHlBXVpYpT95xt3CfW2twhtX1_ChX5W10qvTm21y_JsW2nPRk24bQvYMW69ncJq97f-P-W4HHHX33mFGs1W3GkFHp8mhxvnW4d4yPx5G0xdcVQ_Hkj2YpBPLW1T-Sgm26pY08W48sBk18HZ6LFW8M7Wr45xd7ljf73JQZP04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="p5kHn0Xv">
<img src="https://cdn.thenewstack.io/media/2024/05/d43abf80-tns-daily-icon-webinars.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Upcoming Webinar: How Highly Regulated Industries Operate Successfully at the Edge </div>
<div class="cta-copy" style="font-size:14px">
Join this insightful webinar to explore how GE leverages cloud native and edge technologies to improve care for 1 billion patients. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5g8t6W50kH_H6lZ3kVW4v_n4d5jPR2kW2l3z4Y6RRyZsN6Rk1GZ8vvYFW81f0Bm208XgRW5qnv754JtB3mW71x8WQ2TpRryW7wgfBV2W9TJKW1jbWSY9dMqC2W3MByKK2P4qmjW77hT5581FH4PW2wY65h4SzLHsW79l4bJ1p41tbW1mMgcJ507HDFW1MBX4w94XC2cVR2mM73QBlSGN4Mlrv-6nKW8W5dCfhF5_wtcWW34h4PN5k882FN1lqJ6689z_VW2_V0rK8R__vRW9509zv4-6c4SN7FZXRj2JNV2W1gcc6W3bVww2W2X5q2c7vW8TXW83Pt6x6yrzhMW7hDC338Qcpr0W8127DT83JrwyVMS-2w3yB0RxW4LnKKT4rTF6lW5BSnW66-PG5XW5Shfy84PVDsrW5QBDVm5r5pfdf5Rs4MC04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="M4VeE823">
Secure Your Spot
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3hCZYW7Y8-PT6lZ3kMW39wjTX1Qm-bxW8VLLxH43z6LzN5bpfKLPRpCsW223xnv5Yms_fVQSKMZ8QPzm4W434XGl5jmsyLW7gs8d88S1nshW1sZxY77QKvFCTPZ6G39BVvhW8LhmVL5XkvRlW5x0h2439FHzqN4pXHnRHnjKTN54Jw2fTZ_HzW20l2pZ1rxBgJW78C-Jh7j3jXzW2SBnGD5nGvc8N4qwgc2Kdg2MW4ly8FH6Lz1WSN1ZwS0-XXKzqW1Zjbnv6zYyFJW7VCGlb7xd14zW7zWbj-4WdSDLN3bG7ptb7KkLW36nFMc1_-XPYW9gJzCk9k1SZGVBcdfG7t-SPvf8M6GLb04" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="efOBcQDS">
<img src="https://cdn.thenewstack.io/media/2024/05/a7b840f9-tns-daily-icon-read.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Must-Read: Kelsey Hightower on Engineering at Scale </div>
<div class="cta-copy" style="font-size:14px">
Why you need to fail before you scale, plan for inevitable change and choose the right tools for your actual needs — not someone else's. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3hCZYW7Y8-PT6lZ3nBW3-cmX92NZJ7ZW936pNZ2LGgbnW7R2-p33YK_yFV-hKYz42W4DDW9b9jG67Bx1DSW2DFkDX6zNc3DW5Vyg5T8by2X6W4RlcLR1L6KGZW294QMv3WbBL4W6f9sW-1PF1KkN4CYK9ZM3N1FW4jrwRF30KC6SVCcNhy1GvdM6W6b762c4gr1hWW6YpqXB3sh9RtVGbmM78bdB0GW4NjWTV1vgns9N8L5d9-nVBmtVTHTqz1_Hnl_W7rgnFS6bG9mtW6hprxV3hvZpmW8LvrYd3gZV4rW1SJNQD91Mb_fW6_pl7W3l_X9SVXT8_X7r1t63W7rTYcq4wzYYjf7xZSnd04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="4LC3fYtR">
Full Article Here
</a></td>
</tr>
</tbody></table>
<table class="cta-item" style="margin-bottom:20px">
<tbody><tr>
<td class="cta-thumbnail" style="width:50px; vertical-align:top" width="50">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3hCZYW8wLKSR6lZ3pcVn9c8t1Cvh2TW4DcBfw4SPT8FW5nCKZS6HH_4FW44GPV85_LW2pN6ndTVLtRVbgW2Zvmwm8tzt6tW5DmWZJ7vp4tLW5zb7z48Q5_b3VQVfgf4h-bfmVmjNML1nVwG5W7FXwx96hlgPvW2lTY1Z7GsxdDN7Qw6mNDWjwTW81Tt8m4t0T3VW4d0Jk92SK1QKW6jKCrF3mW8LtW5v25Gx1Yrj-MW1zNnSz4lmzp-W2RhPZb7k-pq8W3y8hgd2vWSpwW3kDq5p3yGmfdVgLMbS10bVmGW32b8GG8v-7SXW2XWZ0y82vKP9W6bD_hW7F04XyVqTQyg6Ny-4KW7d8R5y8WmkzbW4JRkMv4CvSJGf2RPw0404" target="_blank" style="color:#ff3287; text-decoration:none; display:block" data-hs-link-id="0" data-hs-link-id-v2="ZO8qZct6">
<img src="https://cdn.thenewstack.io/media/2024/05/f33b2291-tns-daily-icon-look.png" width="50" style="display:block; width:100%; max-width:100%; height:auto" height="auto">
</a>
</td>
<td class="cta-content" style="padding-left:15px">
<div class="cta-headline" style="display:block; font-size:18px; line-height:1.2">
Spacelift Scales Legacy Automation: Terraform First, Ansible Next </div>
<div class="cta-copy" style="font-size:14px">
An initial contributor to the OpenTofu fork of HashiCorp Terraform, Spacelift wants to modernize IT workflow automation tools. Next up: Red Hat Ansible. </div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCF3hCZYW8wLKSR6lZ3lWW5Tdg2c1RwHdlW8LnwjG6XrQkTW52qRxD2L2nzvW4Xs4yx7xl2ZBN3NpX5fvCKxGW4wN77J12prS8W26HBLj259zKyW5yW72n5JQbTSN2LXDJ21xmqJW8N446b89kynMW4wzDPg19S0GSN7GfNGQbrqdyW6cJFvZ15xr0xW8RdXQz64n9p9W77Rbf52v4B4sW6Z175G362jVMW6DXkdb3bhRdZW1GlBkX5Jz5MwW6ZTVpf4V9_D5W9kJXpL6yP64jW5DMRB43ZdjK4W3XGGs35pxH0tN2sDxYVffrfyW8yzZp41b3gMBW64lqQt4Z0Yp9N8WyX3DjnVkxW5_R7tk1PmM6ZW3lCrH99kk3T2f5QsNyg04" class="cta-link" target="_blank" style="display:block; font-size:14px; color:#ff3287; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="3VjTOclt">
Take a Look
</a></td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table>
<br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br>
<table id="rating" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative; padding-top:20px; padding-bottom:20px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<div class="rating-heading" style="font-size:18px; line-height:1.2; margin-bottom:20px">
How did we do today?
</div>
<div class="rating-options">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5nR3bW50kH_H6lZ3lzW2DSJN23wDsZKW5R2krt2D_g8tW5rSCNh1PSMJhW7blXym6jnbMgW7b4qhN4P0XZDW2D43fZ3YnJpTMMXf5Df5Nh-W6_zJrS1P8_Z5W58dcvC964TCTW7fCT5Y5TQBKFVgmXtL16y3cvW4XdQXD1zlbFmW1hDx4T6yK6lLW6bDC6s91NTmwVFfQ8k86SMtyW10ysTs8DyC5RW5ySmlR89Xm68W36S4tk6cGWw1W7FZdpw6pJ6pTN5qP4HjGZ3xlW2wFqS447vXrtW8zsx_95frG3kW4ztRGQ1fngsrW4jWgkK7H0lbPW5Yx9CQ1fykmRW2kH7qJ7NPdPFW8N5FDz5Kt9KZW62tQFc2bV71tN7d7FjDnhNy3W5Q_44f2S_8VxW87XllN6s8D9XW71gz9N6S2Fsjf1y_LvC04" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="wplz4Gf6">
<img src="https://cdn.thenewstack.io/media/2024/05/fae341c5-tns-daily-rate-great.png" style="display:block; height:30px" height="30">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5nR3bW50kH_H6lZ3nTW7f_-_v4SR9YvW1Jk0N_2xBrdGW7n9vhv5PvWyXW6gG-lw1Jc3mqW2z1S4G6Jzgz2W3wb4F96DflQ9W7-LCS666jzHyW5sRSff4hCm97W6dJ70Y3rM_08W1NZ7VK6FXCGLN6K4bq3S_6fYN8_1FdLpG-n4N5q-73dFL5x1W5h-DH836_86KVlGcVl6L5dMCW4N4QRR1wBvKtW36v5y05Csbx_W85xKBT2DFwL8W3NTrSz7JSQdSW6pL7wZ58601gW1V8XTn83KfQxW16SLql2dRhtTW3wPfWN8PrlYpW1jgwtP6_KTH_W4rFLd08zf52jW5jnVH73VGd2PN4wDJ6BVGJdvW8J6PYR87wdRbN1k-_CK3lwCMW6ykND598TR6rW4S1V4F5ZMPq6W3Sgrf_12j8Yzf8TGCz404" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="34BKa6vS">
<img src="https://cdn.thenewstack.io/media/2024/05/8bb71286-tns-daily-rate-meh.png" style="display:block; height:30px" height="30">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNzT5nR3bW50kH_H6lZ3q2W9dvw_m1jb323V4hvKN3JB6V7W1dP5Tn6BQDHlW4m1bCY8PzGZmW41T2031hgSdtW245ZVH2Qt6fGW5bHnZd4F5nDYW8YcZhL8CGzb0W4hcXqd7LG1FdN5fTK1XWVX2SW59x7GP8hcpb3W2d9-ky2Bmm50V2BFxK1cCP1LW5vnw4W7LQwM3W8FWXGg9fr6_jW9gxThc7vDt72W5FfR8g3w99dzW3dDr9r85KFTGN1b8Fqfby-wfVPzSqT4gprzlW8YrCq58ts27-VC3dkd7hNSPYW76W_Xv3JZftbW8MLnqg8sy-sVW6wp6yd4HjztpW1vm2p06dmH0kN3Ks1XJd1vBVW857nwL8Pj0z1W7fySzQ69wYTTW73wg-S9lm_k1W8f9f3T4dv4zpVRgzg13J_bbVf46XGr204" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:10px; margin-right:10px" data-hs-link-id="0" data-hs-link-id-v2="vlMlS7rH">
<img src="https://cdn.thenewstack.io/media/2024/05/6b6abc92-tns-daily-rate-bad.png" style="display:block; height:30px" height="30">
</a>
</div>
</td>
</tr>
</tbody></table><br>
<table class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px" width="100%">
<tbody><tr>
<td align="left" valign="top">
<img class="rule-gradient" width="640" style="display:block; width:100%; max-width:100%; height:auto" src="https://cdn.thenewstack.io/media/2024/04/50ddec29-tns-daily-rule-gradient.png" height="auto">
</td>
</tr>
</tbody></table>
<br><table id="social" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td class="social-block" align="center" valign="top" bgcolor="#000000" background="https://cdn.thenewstack.io/media/2024/05/4cdd8b23-tns-daliy-social-bg.png" style="padding-top:40px; padding-bottom:40px; background:url('https://cdn.thenewstack.io/media/2024/05/4cdd8b23-tns-daliy-social-bg.png') center / cover no-repeat #000000">
<div class="social-heading" style="color:#ffffff; font-size:18px; line-height:1.2; margin-bottom:20px">
Join TNS on Your Favorite Platform
</div>
<div class="social-links">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3m-W7R47pq5fZK9_W3zdrzh6jMNfdW8_N0vk2Y8SB-W8PctR92VrHR2W4vXmmJ1lNxbmW2Ps51t5WV685W8nVDXG6FjyNgMNTsclgYtVMW3jZGbf7zDwcrVg64jS8gM-rwW5Mvmkl3X3NTZW2KW7zC3pvMbNW5MM-fz7_WPmwW53GrP684nRJbW3snwcv79WrWMW4lBmLx347wgJW5Q8tp35LccjKW152cWx5TCZVkW1_68Bp6Y2FtMVzHgWT23dlvHW3DLXzd5QgLs0W54XmM454rwNYVQd8kf1HylqfN1mVMXCpYQ20W7c3_Bw9h71GvV-FYTQ7d36wjf5s7ZK804" class="social-link-linkedin" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="XxpBZhJ5">
<img src="https://cdn.thenewstack.io/media/2024/05/2c3f4b18-linkedin.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3pSW226Pn53bt3kpW8KMghh3SSykPW36Y-982XCTp-W7TJJPG2PFMNzW3KtWwn5jFx6QW1n0Y8D391T-YW6_kKn97W40Q6W8n1KY05LYtYwW6Mlmph2KzcgdW9hylms8sm7VnW49PPP33VfkNLW2wsJBd6km9syW7JJjqW9kv84CVd8Rhg8TDpK4W6XTFWq2x-hyXVqtHyV7l0B_6W5n5PGC1Wksb1N57Jz8HMn9KjW7LCwbd5lBzcBW2-52Hn1s8lp3W7kqRhC8Lks35VvbnCD2GCzR-W2-vDsd1C6PmDW3cbqvQ5-3Bb0f7-6Gls04" class="social-link-twitter" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="KF65hrfo">
<img src="https://cdn.thenewstack.io/media/2024/05/70b64a93-x.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3lTW5_7jqc3Pmg55W6wMpLR5qN-dSW5td95_8PqTkbW454VqQ7XqRwTW2NQP_Q8t305SMM4qD5YZQ_SW6kNcm_81pMpTW8r89686rzZkSVQr1RP1mn8ghW8pCWhd9hzNm4W994YVf8NTxCfW3qtfdk38t-m2W6T5vcR6NSZZzW6b4B_C2xgZChVBc02S19JZD1W4j3yPP7r-GDfW5Nv5-s3j8QQ-W1wkkRt8RsSppVYjtGz5CKt9CW3S7Tmk1J6vxgW4DY6TM92lZ4RW3s-JKN6m48vVVqJ8Gc15cBm5Tzspc4XW83-f7bw3mb04" class="social-link-facebook" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="bhBcKF5z">
<img src="https://cdn.thenewstack.io/media/2024/05/f14580c4-facebook.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3nQN68FMn__V5d3W8pbkQ17jVVQPV3Xzrl7qS9LMW8vn5vM1W-qVlW1S9NRC4BBXhDW87RrXw8dHmr9W8CmXJf7yWmQ0W8kSbg88gN77bN7pHz6Zspk7xW6fQlgN2Tm8kKMqW5KSCrR_fN8QtfR0q2BcHV-1gvq5Y0HtJW2TLZ1K3thFVfW2yZzXp51vy4JVSSD_X6lf5s0W5VC-Vf6vnLHSW2L_v7m7yFJjvVGt15D2p4GxmW1nFhG87bLLPFV20_7S516BL9W6v-f5P3rD0S-W3jQPNs63Mbb3W4dfqCZ4QhpPSf2dk5Vb04" class="social-link-mastodon" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="8X8FTMoj">
<img src="https://cdn.thenewstack.io/media/2024/05/24a8d8b2-mastodon.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3p_W1RnSh68xr7b7W4TpsfM7wj_KMW9g5xZf40l4_GW6y5rqf3qhvtCV1nZfF35VVnXVRY0XW3TFQ58W80H8TC21m2T-W6mx-mV13pdy5N2Fd7mmQJcsfN6Dkp9pT29HKVGgZjs4dmzYXN9kVFNmj6kncW55VHVt4PJG8HW221tvL81btRkW7C80Z919jTRXW3QBFvh4w9qfhW7smKqz6GClFhW6h99jj8Xg7GxW5dnhFW3q4_tzN2l-9NsByclsW4TNBtY6jVkJPW6XpB7p5ws8TFW73KqZv2H3JqXW3Z3wQp34pYM4f8YrW4C04" class="social-link-threads" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="0UOJZmI9">
<img src="https://cdn.thenewstack.io/media/2025/02/c142d946-threads_transparent.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3phW6tL47b5J7-gWMGVR_zgcDwHW8HDnsw5cXHjWW7j4jRM61sg49N8sY-k8T6nFvW2d2SLT42GD-PW4lZRkZ8L2JvYW8mlGzX3nP_T_W1lbwXz2sGP5LW4g32sF4sql21W1zQxxl3S5Nd6VgST8q27XZ4zW7M6fNd3g_kmXW81-15b7C8P2GW3K67M773zdYKW71xX7v6wv1_pN5Vx4sqCNq-nW471J2593xPZyW7l4Yxt7rdYLcN8ccGtkNP4s5W6B3W5t8FZ96vW187ldj8v0F8lW8RNbQN3-lmfhW5zl0BC1YrkWzf8QmTd804" class="social-link-bluesky" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="o6toNfvf">
<img src="https://cdn.thenewstack.io/media/2025/02/af5911c8-bluesky_transparent.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3pSW1fHl984bk5c5W6KK1RN8QgBDtW2M7K366j36rdW5LFBSG46Dg4ZW8GNRDP6QNBYpW5WdPcC1F0hHlN3Bx8zWs7L7JW3fLCRg8gy01wW7MgnrG8zFG7rW4MK0QF7n7XdRW8cVQGb7frK4JW28X5fh6_F3qJW5g9lMC6WlfZqW123WwB49l_4cW8Pm2QY7-f9qdW39lBbm7ZpSRyVyqD175MTwRxN1ZBQjjq-R_4W6Mb42j3m_5vjW3XgyrX8tnDQyW1V0yPw1n5psBW2zZ0RP3F69wcW5Nw4LK7278VPW4Ncs9N41Q5JnVYX6MM6FYNPfW8cklcq7WfNSHf7-CCYn04" class="social-link-youtube" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="zyHANDsn">
<img src="https://cdn.thenewstack.io/media/2024/05/d187d31f-youtube.png" style="display:block; height:40px" height="40">
</a>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3l9VTKW-D7M5KyqW83HhNX49sbYxW2NM5Kp4zDs0YW96zkYb5N6drsW2wqJf68wLfs9W4Pfv2k4Bt0DTW1ynyZc18GNG8W8jGCqm5HVMhPW1DwWWb6PbffZMzyvs4922xgW11dvxn7j31MNVDKL884y2dpvW6CsLpY5z5rs1W8NrvZq4S6r3LW4V3Md84gDJxVW4VRl9V9b2Wd7W99wGlf3dy43ZN83gCxKxWlhPW28NK8X8Sv01KW5J_J-26lWd8YW1gtQYS93759VW83L1MN6msN77W7JJ2wZ8zTnbcW6RglJM8plCpYW4_yBy03y_9-kMMhDSVBLzWRf7_d-kb04" class="social-link-spotify" target="_blank" style="color:#ff3287; text-decoration:none; display:inline-block; margin-left:5px; margin-right:5px" data-hs-link-id="0" data-hs-link-id-v2="SeTLz/R1">
<img src="https://cdn.thenewstack.io/media/2025/02/0d5fb356-spotify_transparent.png" style="display:block; height:40px" height="40">
</a>
</div>
</td>
</tr>
</tbody></table><table id="sponsorship" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative" width="100%">
<tbody><tr>
<td align="center" valign="top">
<div class="sponsorship-heading" style="font-size:18px; line-height:1.2; padding-left:20px; padding-right:20px; margin-top:40px; margin-bottom:20px">
The New Stack is a media platform for the people who build and manage software the world relies on.
</div>
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3mcW8lvlGr8yLHvPW6Jmqns6RLb_NW5WgBZQ117rP9VbQKn01qs5jJW5fSN684CZvWVW99YSCM1L4rRTW47n3cp5cSQHkW3MBDGc9bf-h3W4bMSnC5m7rKWVxZsD98Kyh2LW2dvtZQ9fdcG8W8-zyKj24WCSXW1zlcn030VpDyVfk7nx7Md7f5VkpgNt3FYvVZW6CbS3l1XHXKyW6F1zWK7mSRqrW2rvnJq5ZKxH5VjM9j96dTPGfW8zf9Z89gWzrQW2m9wdJ1YwpltW2GkM6M5Bhy3gW8Vyt3t23TbWNW6nvT6D6DM_jgf74_jJv04" style="color:#ff3287; text-decoration:none" data-hs-link-id="0" data-hs-link-id-v2="cpYbOnsu" target="_blank">
<div class="button" target="_blank" style="text-align:center; font-size:14px; font-weight:bold; background:#ff3287; cursor:pointer; display:block; width:100%; height:40px; line-height:40px; padding:0px; color:#FFFFFF" height="40" align="center">
Become a TNS Sponsor
</div>
</a>
</td>
</tr>
</tbody></table>
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-toc.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-lead-story.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-promo.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsored-1.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-daily-digest.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsored-2.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-cta.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rating.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-rule.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-social.php'); -->
<!-- require(get_template_directory() . '/components/newsletters/daily/cmp-sponsorship.php'); -->
<table id="legal" class="content-block" border="0" cellpadding="0" cellspacing="0" style="width:100%; max-width:640px; position:relative; font-size:12px" width="100%">
<tbody><tr>
<td align="center" valign="top">
<br>
<div>
© 2025 the New Stack. All rights reserved.
</div>
<div>
You’re receiving this email because you signed-up at thenewstack.io.
</div>
<br>
<div>
Mailing Address:<br>
The New Stack
1111 6th Ave Ste 550
PMB 50938
San Diego,
CA
92101-5211
</div>
<br>
</td>
</tr>
</tbody></table>
<table id="footer" class="content-block" border="0" cellpadding="0" cellspacing="0" style="max-width:640px; width:100%; height:auto; color:#ffffff; padding-top:10px; padding-bottom:10px; background:black" width="100%" height="auto">
<tbody><tr>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNC23qgz0W7lCdLW6lZ3kJVQHG733p_RwkV-PJg11RmlkLW6JvRLZ2_RJXgW7SjrJq75zjsfW3zGXP24x4ShyVmzxsF2tC2jhW2fkTyq2pvn11W62JR875ZHqgsN4ttl_LZ3V2lW3v_9dV5b9vRJW2Fw4Gr8ttZVtW65wynX2xgJWGW335d2S7TZw9nW1nkgLl4nZk7FW6YH120114BKGW1yjJxf7q5b-MW1cHz4B6_t-cDF2RM4_qVKxkW7PxdF63D98GXW7Rsl895NgJZqW5WPzXn5XBZ3kW6rfGrt7k_skcN45Nt3k2kRl4W92trV87w9tLqdxqqMM04" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="1" data-hs-link-id-v2="31UpFdl2">ADVERTISE</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/e3t/Ctc/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfN31NNCl3qgz0W7Y8-PT6lZ3pJW5PmxVz5HZBMmN7r8rr5Mk806W4pCKc_8rTyzmW46RVs-3vYJXhW2xKTML7cLHNWVgDY-F1xgnZzW3w_tJv4v4lf-W5SffWM2JznfSW1CYCrP59HBhLM-rCHsNv-DsW4wZwtN5yMbkTW35NgsN9jWSmWW6gmymg5Yp5xxW6XNrpx1L_84LW2nFzps29KgSJW58mlsL5mrPSQW7bzN6w33JQJcW9cgn6h2g57cCW3h-Bd53zRtxpVS44Sh3YYtC8VgdpCT1MbJg4W2LfD3P9cmBMmW246zDP48pZV-W1PMDmy3dvvWRW7b-hGT36nBcrN4b-r95-Xrh9dzmNhP04" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="FCwfITW/">CONNECT</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/hs/preferences-center/en/page?data=W2nXS-N30h-LDW3-1y793Swm2lW3zd-Cn3ZMYHxW2zXJYT3ZMtM5W47zkPV3BNLW0W3NWfWm1L70VlW3XVQDc30hXXXW2MX23L2WpDG_W2Pk9qM1-ZG0DW2KJF6P32DhK_W4kbF7L3ZZnRKW1VqSX11BFvMYW3j8W3B22XH8rW2xzHPP2Frp9MW49D43l3Kd4gYW36sYgr47R6x8W4fh9KF45zYKsW2vS-2s34wdH9W3XMk443P2XKRW3_VpyD3C1tM1W2FG5FL38lWbrW4tf3qR4rgZs6W3C6t4P2vPBlmW2MGMbQ3z3jSZW3-1Z-72sZ9fGW3M37Z443nnqSW2zGys53z7yyPW4pp1bv3y-lk5W3ZD0JZ1XgLyqW3LV9g62RQhHZW4thZrr2Hy0MMW2Fw7Lv1St_gXW3M86Gz4cq0Q7W2Mpd1J3z27R0W2RwqTr36nSyHW24SCN32TG-0sW1X6vmK3b4DmZW4twJLJ2-cCx3W3GLL5r3JXrFGW3z2W__4fPzM9W1-Xdb_3VP72SW3JT5j_3Y1lfNW4tf75X3QS3Q8W49jp7d2zXKmVW2PnYRJ4rkTNjW2HFVws36kY3NW2sL01K3GVYgxW1_5bck1NnCw_W3XHYbx2YMv7_W4mH7pk47F1SXW3bwsk71Qw0fgW4tl_4g2CFY8zW1LCq4r34r4gGW3_-rgS3DH5kTW3QV_7f47DjJL0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=392881960&_hsenc=p2ANqtz--kKQpmXBbPBGWmNa7Wr-JfaW2w7wYvUZ4ZyhXG9vw-RegivOi5JnPKQ-FxW3SJ3_fec8LDasqa66RnffAUCSOJLSdohw&_hsmi=392881960" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="qjPJqCop">PREFERENCES</a>
</td>
<td align="center" valign="top">
<a href="https://info.thenewstack.io/hs/preferences-center/en/direct?data=W2nXS-N30h-LDW3-1y793Swm2lW3zd-Cn3ZMYHxW2zXJYT3ZMtM5W47zkPV3BNLW0W3NWfWm1L70VlW3XVQDc30hXXXW2MX23L2WpDG_W2Pk9qM1-ZG0DW2KJF6P32DhK_W4kbF7L3ZZnRKW1VqSX11BFvMYW3j8W3B22XH8rW2xzHPP2Frp9MW49D43l3Kd4gYW36sYgr47R6x8W4fh9KF45zYKsW2vS-2s34wdH9W3XMk443P2XKRW3_VpyD3C1tM1W2FG5FL38lWbrW4tf3qR4rgZs6W3C6t4P2vPBlmW2MGMbQ3z3jSZW3-1Z-72sZ9fGW3M37Z443nnqSW2zGys53z7yyPW4pp1bv3y-lk5W3ZD0JZ1XgLyqW3LV9g62RQhHZW4thZrr2Hy0MMW2Fw7Lv1St_gXW3M86Gz4cq0Q7W2Mpd1J3z27R0W2RwqTr36nSyHW24SCN32TG-0sW1X6vmK3b4DmZW4twJLJ2-cCx3W3GLL5r3JXrFGW3z2W__4fPzM9W1-Xdb_3VP72SW3JT5j_3Y1lfNW4tf75X3QS3Q8W49jp7d2zXKmVW2PnYRJ4rkTNjW2HFVws36kY3NW2sL01K3GVYgxW1_5bck1NnCw_W3XHYbx2YMv7_W4mH7pk47F1SXW3bwsk71Qw0fgW4tl_4g2CFY8zW1LCq4r34r4gGW3_-rgS3DH5kTW3QV_7f47DjJL0&utm_campaign=21092976-TNS%20Daily&utm_source=hs_email&utm_medium=email&utm_content=392881960&_hsenc=p2ANqtz--kKQpmXBbPBGWmNa7Wr-JfaW2w7wYvUZ4ZyhXG9vw-RegivOi5JnPKQ-FxW3SJ3_fec8LDasqa66RnffAUCSOJLSdohw&_hsmi=392881960" target="_blank" style="color:#ffffff; font-size:14px; text-decoration:underline" data-hs-link-id="0" data-hs-link-id-v2="SFRZzEXk">UNSUBSCRIBE</a>
</td>
</tr>
</tbody></table>
</td>
</tr>
</tbody></table>
<style data-ignore-inlining>
@media (prefers-color-scheme: dark) { #_t::before {content:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?rd&i=166700298342');}}
@media (prefers-color-scheme: light) { #_t::before {content:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?rl&i=166700298342');}}
@media print{ #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?p&i=166700298342');}}
div.OutlookMessageHeader {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
table.moz-email-headers-table {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
blockquote #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
#MailContainerBody #_t {background-image:url('https://ucet9bs2.emltrk.com/v2/ucet9bs2?f&i=166700298342')}
</style>
<div id="_t"></div>
<img src="https://ucet9bs2.emltrk.com/v2/ucet9bs2?i=166700298342" width="1" height="1" border="0" alt="">
<img src="https://newsletter.towardsdatascience.com/e3t/Cto/L2+113/d5qLSh04/VX6BZb1gRw6xW4N-1-36QPyTbW4jRtpV5GF2MfW31NNlS3CH9-11p2" alt="" width="1" height="1" border="0" style="display:none!important;min-height:1px!important;width:1px!important;border-width:0!important;margin-top:0!important;margin-bottom:0!important;margin-right:0!important;margin-left:0!important;padding-top:0!important;padding-bottom:0!important;padding-right:0!important;padding-left:0!important"></body></html>
Warning
Almost all the messages that arrive here are garbage! Resist the urge to click on any unexpected or questionable links.
It may happen that e-mail will claim to come from liamon.com, especially from some administrative role or process. These are certainly garbage. There are no accounts to expire. There are no passwords to leak. There aren't administrators sending messages to liamon.com addresses. These are certainly phishing attempts.
Absolutely ignore those links!