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Selected Message
From: "The Code by Superhuman" <thecode@...
To: [email protected]
Date: Tue, 02 Dec 2025 13:03:13 GMT
Subject: 🐋 DeepSeek shocks AI world (again)
To: [email protected]
Date: Tue, 02 Dec 2025 13:03:13 GMT
Subject: 🐋 DeepSeek shocks AI world (again)
- Plain Text
- HTML Content
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f41e67be-adfb-4d5e-805d-78fdbecb52e5/Group_1000004741__2_.jpg?t=1758182636)
Caption:
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**Welcome back.** DeepSeek has stunned the AI world again. The Chinese startup just released a new free lineup that matches OpenAI and DeepMind’s best models.
**Also:** How to get hired at Google, the skills leaders should prioritize in the AI era, and a dead-simple Docker tutorial for devs.
--------------------
### **Today’s Insights**
* New models and features for devs
* How to become a 10x vibe coder
* Guide to measure engineering ROI
* Trending social posts, top repos, new research & more
———————————————————————————
**Welcome to The Code.** This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email [here](https://superhumancode.beehiiv.com/subscribe).
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
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##### ** TODAY **** IN TECH **
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View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2aa37623-5a16-421a-bbc2-90c4333ee591/image.png?t=1764678362)
Follow image link: (https://x.com/deepseek_ai/status/1995452641430651132)
Caption:
--------------------
**DeepSeek's new models top leaderboards:** Open source has a new champion. DeepSeek's new [V3.2 lineup](https://x.com/deepseek_ai/status/1995452641430651132) includes the “Speciale” variant, which matches Gemini 3.0 Pro on hard reasoning tasks and earns gold-level grades on four elite math and coding competitions. The startup introduced a redesigned attention layer that cuts long-context costs and a reinforcement learning pipeline trained on 1,800 environments and 85,000 prompts.
**AI video generation has a surprise new leader:** Runway just dropped [Gen-4.5](https://x.com/runwayml/status/1995493445243461846), and it's officially the top-ranked video model in the world. It edges out competitors like Google's Veo 3 and OpenAI's Sora 2 Pro. The model delivers cinematic-quality outputs with lifelike physics: think realistic liquid dynamics and coherent hair movement across frames. Built entirely on NVIDIA GPUs, Gen-4.5 is rolling out now at the same price as its predecessor.
**Microsoft's tiny model beats bigger computer-use rivals:** Web automation is a headache — sites change and scripts break. Microsoft's fix is **[Fara-7B](https://www.microsoft.com/en-us/research/blog/fara-7b-an-efficient-agentic-model-for-computer-use/)**, an open weight agentic model that navigates from screenshots like a human. At just 7B parameters, it scores 73.5% on WebVoyager, matching larger multi-model systems. It's now available on Hugging Face.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **TRENDS & INSIGHTS**
## **What Engineering Leaders Need to Know This Week**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/69f24153-f3c8-40ef-bafb-82c9c1afa9f9/Untitled_design__29_.jpg?t=1764669190)
Follow image link: (https://newsletter.eng-leadership.com/p/essential-skills-for-engineers-to)
Caption: Productivity rises after mastering essential skills.
--------------------
**[What skills should engineering leaders prioritize in the AI era:](https://newsletter.eng-leadership.com/p/essential-skills-for-engineers-to)** A deep dive from two industry veterans argues that soft skills like communication, stakeholder management, and requirements gathering are becoming more valuable as AI handles routine coding tasks. Their advice for future-proofing your team: double down on fundamentals, stay curious, and never let core engineering skills atrophy.
**[How to measure engineering ROI:](https://www.ctologic.pro/p/how-to-measure-engineering-roi)** CTO coach Itzy Sabo just published a comprehensive guide helping SaaS CTOs quantify their department's business impact. The framework includes a 3 stage process (Identify, Commit, Deliver) and two efficiency formulas designed to translate engineering work into revenue metrics executives actually understand.
**[PostHog shares how startups lose their edge:](https://newsletter.posthog.com/p/how-startups-lose-their-edge)**** **As companies scale from 20 to 2,000 people, culture gets diluted through layers of management. Teams start hiring "safe" candidates with impressive resumes over culture fits and adopt conventional strategies that contradict what made them successful. The fix: keep teams small and autonomous, promote from within, and never stop taking big bets.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
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##### **IN THE KNOW**
## **What’s trending on socials and headlines**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b6a3c40d-afce-492b-a577-26a7311cb3a4/image__49_.jpg?t=1764670623)
Caption: Meme of the week
* **Nerdy Noogler:** An experienced interviewer at Google [shares](https://x.com/abhishekcode42/status/1764228919421534567) what candidates need to get hired.
* **Robust Systems:** If you want to become good at system design (in 3 weeks), learn these [15 case studies](https://x.com/systemdesignone/status/1994762542011363405).
* **AI Leverage:** A senior dev [argues](https://www.reddit.com/r/ExperiencedDevs/comments/1on84au/ai_wont_make_coding_obsolete_coding_isnt_the_hard/) that AI won’t make coding obsolete because coding isn’t the hard part.
* **Internet Ghost:** This IT specialist deleted his entire digital footprint ([here’s](https://x.com/AIBuzzNews/status/1995128949886632077) how).
———————————————————————————
* GitHub [released](https://github.blog/enterprise-software/collaboration/level-up-design-to-code-collaboration-with-githubs-open-source-annotation-toolkit/) the Annotation Toolkit to document design intent and eliminate preventable accessibility issues.
* Google [released](https://x.com/GoogleAIStudio/status/1994480371061469306) a detailed Nano Banana Pro guide covering text rendering, character consistency, and 4K output.
* ByteDance [launched](https://www.vidi2.app/) Vidi2, a long-video understanding and editing model beating Gemini 3 Pro and GPT-5.
----------View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539)
Caption:
----------
##### **TOP & TRENDING RESOURCES**
### **3 Tutorials to Level Up Your Skills**
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7a74a36f-5e04-488e-8ee6-97c08434cd48/Untitled_design__30_.png?t=1764673482)
Follow image link: (https://youtu.be/li788UL1qyI)
Caption: Click here to learn how to excel at vibe-coding
--------------------
**[Be a 10x vibe coder (Claude Code + Cursor + MCP):](https://youtu.be/li788UL1qyI)** In this tutorial, you will learn to combine Cursor and Claude Code for a powerful coding workflow. It covers using "Plan Mode" for complex tasks, the "Ultrathink" feature, and MCP servers. The video also shows how dictating prompts and using background tasks can help you build applications faster.
[**99% of developers don’t get Docker:**](https://youtu.be/zvOjvAsXGWY)** **In this tutorial, you will learn Docker fundamentals to package applications into portable containers that run consistently across any environment. You will explore creating Dockerfiles, building images, and using Docker Compose, effectively solving the common "it works on my machine" problem.
[**The ultimate guide to local AI and AI agents:**](https://youtu.be/mNcXue7X8H0) In this masterclass, you will learn everything you need to know about local AI: what it is, why it's critical, how you can run your own LLMs and infrastructure, how to create local AI agents with both n8n and Python, and finally how to deploy everything to a private server so you can productize your local AI agents.
———————————————————————————
### **Top Repos**
* [**Dembrandt:**](https://github.com/thevangelist/dembrandt) This tool can extract any website’s design system into design tokens in a few seconds: logo, colors, typography, borders, and more.
* [**Awesome-nanobanana-pro:**](https://github.com/ZeroLu/awesome-nanobanana-pro) This repo contains a list of curated Nano Banana Pro prompts and examples.
* [VERT:](https://github.com/VERT-sh/VERT) This repo addresses a simple problem, file conversion should not require you to hand your data to strangers. Vert flips that by running conversions for images, documents, and audio directly in your browser.
———————————————————————————
### **Trending Papers**
**[Agentic AI: a comprehensive survey of architectures, applications, and future directions:](https://link.springer.com/article/10.1007/s10462-025-11422-4)** This paper discusses the confusion between traditional rule-based AI and modern generative agents. It concludes that clearly separating these approaches, then combining their strengths into hybrid systems, is the key to creating reliable and adaptable AI.
[**AI agents find $4.6M in blockchain smart contract exploits:**](https://red.anthropic.com/2025/smart-contracts/) This blog discusses the economic impact of AI cyber capabilities by benchmarking agents against smart contracts. It reveals that models like Opus 4.5 autonomously found exploits worth $4.6 million, proving that profitable, real-world automated attacks are now feasible.
[**Multi-agent collaboration via evolving orchestration:**](https://x.com/omarsar0/status/1995553529436783096) This paper discusses how rigid, pre-set structures hold back multi-agent systems. It introduces Puppeteer, demonstrating that allowing the system to learn simple, repeating communication loops works better and costs less than complex, human-designed graphs.
--------------------
### **Whenever you’re ready to take the next step**
* **[Zero to Production Guide for Building AI Agents](https://ai-guidebook-nexus.lovable.app/)**
* **[200+ Resources to Become a Great Engineering Leader in 2026](https://thecode-200-resources.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
* **[The Ultimate Claude Code Guide to ship products 5x faster](https://thecode-claude-code-guide.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
* **[Top 10 AI/ML Research Papers in 2025](https://thecode-research-papers.lovable.app/?utm_source=codenewsletter.ai&utm_medium=newsletter&utm_campaign=your-200-engineering-resources-ultimate-claude-code-guide)**
———————————————————————————
You can also reply directly to this email if you have suggestions, feedback, or questions.
Until next time — The Code team
----------
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</style><![endif]--><!-- __merge_tags_in_links__ --><style></style></head><body class="a" style="margin:0px auto;padding:0px;word-wrap:normal;word-spacing:normal;background-color:#FFFFFF;"><div role="article" aria-roledescription="email" aria-label="email_name" lang="en" style="font-size:1rem"><div style="display:none;max-height:0px;overflow:hidden;"> Also: How to become a 10x vibe coder  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </div><table role="none" width="100%" border="0" cellspacing="0" align="center" cellpadding="0" class="gg"><tr><td align="center" valign="top"><table role="none" width="670" border="0" cellspacing="0" cellpadding="0" class="aa" style="width:670px;table-layout:fixed;"><tr><td class="bodyWrapper" align="center" valign="top" style="padding:8px 0px 0px 0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="border-width:0px 0px 0px 0px;border-style: solid; border-color: #FFFFFF;border-radius:10px 10px 0px 0px;background-color:#FFFFFFFF;" class="c"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr id="header"><td style="padding:0px 0px 0px 0px;"><div style="padding-top:0px;padding-right:0px;padding-bottom:20px;padding-left:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td class="f" align="right" valign="top"><p> December 02, 2025 | <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9vN2KnlMCRHi8lRHlzlkw1osliE9jpjND6p_FJ_SwLw1bbHNAL-ReS1Z3di9x3rMNEfsCr-52AkIoogBR-rEOQZDL_RVnxZJzcSmawR7pZ-BS5dP814f-vcIVeby6Ruja1iVzU4mhYcGGDzE9W8_nAWFj9ZAoiZDhQswjJ-3eUyyFFRPn067mb0FvNhVf3m3v7xYjjw40dt5aykuHgvbMQQ8hMZLWk2huWurr6j8ZrZ67iB-NeIzGAVsZb_eUm3IAPsAEBnGhrWTuz6B6Vzp-bLjQ2nBOBB-hxKhru_XhDHQY7CUtZ-1yg_o050SJHcVpTd4ME82sxnU2yhkkRgrTqo4GXFmoRDVOXPvbuLfKdaznrIjjIOpClq8VvIuV5dYd48fSKNy_vZ_aQULop0vKn9Hxw32sMumREiBIBy9rTXsZGeoSZoS2JSzVErL8TE1CsGaXDOSNp4usD7pNzdT33oqRljL3RPC-2ONNSFNWEoyBaCGpn-LzWguK5D6mrXVdF-KeufvLXSqW25460qFpAYMJ6wp2piqX7zrXsKtm6xkQjNRFiZRAqF-T_KC0CfKEytJcd8gKlKmP0sqZJoxe2WKufP1RPxr6QpyU24AStQvHm5zdJc5ech4tYnjav6xs8owui8f6rA6YjiGF8sK7idCiV4udRjdaDKM4uTvy3fMU5yYoHOtPTMAg7WedKLPIWT1Zh7tkmRr2q2dYquaG4CIh5Y5U7LaPR-JbIS09vZuM2Yf595C6_AVPDGLt1S3DCJ9eX1izVj4kCTzBrttvHmlTLWgyNANiMFZrdw84gao2yZRA77wDNAGBgCoORK1fo/4m3/oYkR0-XXS6OHRXbzV3QwHA/h0/h001.MFjuMMy49UzCSxM8y4OFuNzH2TnaYqVBWAFHeT-Uxw0"><span class="translation_missing" title="translation missing: en.templates.posts.email.header.read_online">Read Online</span></a></p></td></tr><tr><td style="line-height:0;"><div data-open-tracking="true"> <img src="https://link.mail.beehiiv.com/ss/o/u001.KyojDkr7Qchq5lk88rZzJw/4m3/oYkR0-XXS6OHRXbzV3QwHA/ho.gif" alt="" width="1" height="1" border="0" style="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;"/> </div></td></tr></table></div></td></tr><tr id="content-blocks"><td class="email-card-body" align="center" valign="top" style="padding-bottom:0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:536px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f41e67be-adfb-4d5e-805d-78fdbecb52e5/Group_1000004741__2_.jpg?t=1758182636" alt="" height="auto" width="536" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Welcome back.</b></span><span style=""> DeepSeek has stunned the AI world again. The Chinese startup just released a new free lineup that matches OpenAI and DeepMind’s best models.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Also:</b></span><span style=""> How to get hired at Google, the skills leaders should prioritize in the AI era, and a dead-simple Docker tutorial for devs.</span></p></td></tr></table></td></tr><tr><td height="8.0px" style="line-height:1px;font-size:1px;height:8.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:rgb(34, 34, 34);border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:4px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style="font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>Today’s Insights</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">New models and features for devs</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">How to become a 10x vibe coder</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">Guide to measure engineering ROI</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">Trending social posts, top repos, new research & more</span></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Welcome to The Code.</b></span><span style=""> This is a 2x weekly email that cuts through the noise to help devs, engineers, and technical leaders find high-signal news, releases, and resources in 5 minutes or less. You can sign up or share this email </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.lj8E5PmaCEQWZtY8yZ5P0iQN5AwO1uyo7b8VWzUC8KOah9ybMlNm2WEQrCogJmQ3zyPcM7Szr4niatprgNoGkK4ZFH4q5ZlwgKbPaI1CoDBt-v82t1FtsMjWgHFdfBXUBQf3EXmA7I4eV9FVneiPPkfi2LLOWpIZzIiu8U1KQy_nLNT1Hz57sy-oOBDkuUcEvoe7d7R3rw7VgE4PALM8W3NjACGhFxUtc0rVupEYzheSzGThh5c4QfUeBX0cCk_bDjyxIYccYCOMPdir-fqFpg/4m3/oYkR0-XXS6OHRXbzV3QwHA/h1/h001.D1OP8s6JNCgsRhXMOuzGJUSsCcZ9Woh8u1sepkHYg_w" target="_blank" rel="noopener noreferrer nofollow"><span>here</span></a></span><span style="">.</span></p></td></tr></table></td></tr><tr><td height="12.0px" style="line-height:1px;font-size:1px;height:12.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b> TODAY </b></span><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b> IN TECH </b></span></h5></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_EVtzCkn-R6eJ6quW9lsBZduZNQA69a1ZT4tJhEEPoCpzsZLD3i4I5jAA5SgAVy9x8e-CPTG563pSqSbbJIp8bARly_GFedCKe56jDDAMC7bRU5r4G1xZ9r2M2bFq8QR56wCqPcd7qVP41Yo3Op2TIg9JulIw7DMlcqC3YTslzWcVQsk_PMgSY58233-f-XeGcOlB7CXDSH25poTmLJ6RlG3SuBJoDTSIJy-yOXxEFe3EA6ev-la4Uqrhw8_K8Gui5Yyr3yDVHej283VLroO6c/4m3/oYkR0-XXS6OHRXbzV3QwHA/h2/h001.jtJmn4gc-HFTsIavsxK3-G7uzWJHi-g45MZmHAYSKYQ" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/2aa37623-5a16-421a-bbc2-90c4333ee591/image.png?t=1764678362" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>DeepSeek's new models top leaderboards:</b></span><span style=""> Open source has a new champion. DeepSeek's new </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_EVtzCkn-R6eJ6quW9lsBZduZNQA69a1ZT4tJhEEPoCpzsZLD3i4I5jAA5SgAVy9x8e-CPTG563pSqSbbJIp8bARly_GFedCKe56jDDAMC7bRU5r4G1xZ9r2M2bFq8QR56wCqPcd7qVP41Yo3Op2TIg9JulIw7DMlcqC3YTslzWcVQsk_PMgSY58233-f-XeOim5_iH6E6lmgH67OyciTZnCqy8qiOy9a1xPov41Zu3xa9daQrunGnS2p9Pmq1QUc13yRm3W5yLIAx9T_GkDIo/4m3/oYkR0-XXS6OHRXbzV3QwHA/h3/h001.OBKl9paRRN32vVId_W096r1YHKTN7leyFA6NX_itDFE" target="_blank" rel="noopener noreferrer nofollow"><span>V3.2 lineup</span></a></span><span style=""> includes the “Speciale” variant, which matches Gemini 3.0 Pro on hard reasoning tasks and earns gold-level grades on four elite math and coding competitions. The startup introduced a redesigned attention layer that cuts long-context costs and a reinforcement learning pipeline trained on 1,800 environments and 85,000 prompts. </span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>AI video generation has a surprise new leader:</b></span><span style=""> Runway just dropped </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7EiBgnjFxmLQzpg5-ct5alb8L7eVAF57BZzLQdKbb_lP0oiEIcIHXZWG9DRqgGUmIEb40moK8pQSE9MgyvfImZKcfQuBGkJjfkOCw196boBEv-AX_b2vQAf5GG9pM3NbKabu2g8j9JYiP08XkVYqfFGixG5XUYBOEJ2ESCjrnoYaTiNX_iQRKXrwizPzX2OiKCjNxa42UQbJQ84tSAi5A6gkL_P_o2pTZBEyXtDfveJy3aYWL2llKNc1ECJ-Wk-Eg/4m3/oYkR0-XXS6OHRXbzV3QwHA/h4/h001.TKRDPEpPufg9hkgb_LNqwK2FMezIkldzfU-DB-Mh9Es" target="_blank" rel="noopener noreferrer nofollow"><span>Gen-4.5</span></a></span><span style="">, and it's officially the top-ranked video model in the world. It edges out competitors like Google's Veo 3 and OpenAI's Sora 2 Pro. The model delivers cinematic-quality outputs with lifelike physics: think realistic liquid dynamics and coherent hair movement across frames. Built entirely on NVIDIA GPUs, Gen-4.5 is rolling out now at the same price as its predecessor.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b>Microsoft's tiny model beats bigger computer-use rivals:</b></span><span style=""> Web automation is a headache — sites change and scripts break. Microsoft's fix is </span><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqukgyrp3CC6VWPGYe72-7L64lkOxNUifPJgiD9_M9vNHGe_Yccxw1yYzYz06dn0luDJ_IULGLgUZdNHENem77vv7YAGJ_AekrBfAEVpG6kWBmDZTZhhv-SCUet-prg-0IKupvzncdCUPRbBHO26PKtXlao7I95c1Rd8WxjCWH-iHe1RWweXtW6aAyaAcPrrpe5vlNM2fLvzhDCkiFQP_b6sAnPK35jwpWqj2y5xJI62gr6qlW62i3vsh7OU4Um8zPYbZOnMhTGAtLp9JiyxVDM6-8rsURu-Dyx3h2uUUvjiyD_TlZ86aZmI8VPUC-mrCxzw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h5/h001.BzoxWMxNI_KAaN_ILqjLL6X-LwTLOA_3TbnqrYvdhyo" target="_blank" rel="noopener noreferrer nofollow"><span>Fara-7B</span></a></b></span><span style="">, an open weight agentic model that navigates from screenshots like a human. At just 7B parameters, it scores 73.5% on WebVoyager, matching larger multi-model systems. It's now available on Hugging Face.</span></p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TRENDS & INSIGHTS</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><span style=""><b>What Engineering Leaders Need to Know This Week</b></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NBAV2w_fKeF0d0RQJeF5lgrhObdcS8rblWn05tbAIKDpRJ_smQSmUz4Panho3C6Hu26nfQ-rOz5HSfefVMpgnLNs8OEXG20BvtH6EjkQ1vQLaIsPH5dTiHplKPqHiVVGP9eJXzQ7eMS6JUUq7KIHwmLY2l1m68aCJjEYXG5FHUT0GYTQ742edXDriAdFy7lWsnBCxonBCG3PpoHj2Wub-wVYfiq-mQeXkJYDolIzjeE9q-sQdghkQngXOWRsUGzccD_kI2he3G2O1O4SgFtuWGct0fCkad3YDC_iwgXVP--S/4m3/oYkR0-XXS6OHRXbzV3QwHA/h6/h001.MD4dBo3p7nbOTYvm8VbMykZivaPkzG-mYNsDxErf_jE" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/69f24153-f3c8-40ef-bafb-82c9c1afa9f9/Untitled_design__29_.jpg?t=1764669190" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p><span style="">Productivity rises after mastering essential skills.</span></p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NBAV2w_fKeF0d0RQJeF5lgrhObdcS8rblWn05tbAIKDpRJ_smQSmUz4Panho3C6Hu26nfQ-rOz5HSfefVMpgnLNs8OEXG20BvtH6EjkQ1vQLaIsPH5dTiHplKPqHiVVGP9eJXzQ7eMS6JUUq7KIHwmLY2l1m68aCJjEYXG5FHUT0GYTQ742edXDriAdFy7lWsnBCxonBCG3PpoHj2Wub-wWLnr_LVnm0ejkhHpUYhQXGJMIJNdnRrEHz2AuNzc547vX6Ny3e6NPCv0IpPLApcUgtaJViKQmrdyV51wT6nO0T/4m3/oYkR0-XXS6OHRXbzV3QwHA/h7/h001.9s58fKeXkap0HC7GzPIJShx7hB57PrvWhNmKY4ocaj8" target="_blank" rel="noopener noreferrer nofollow"><span>What skills should engineering leaders prioritize in the AI era:</span></a></b></span><span style=""> A deep dive from two industry veterans argues that soft skills like communication, stakeholder management, and requirements gathering are becoming more valuable as AI handles routine coding tasks. Their advice for future-proofing your team: double down on fundamentals, stay curious, and never let core engineering skills atrophy.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xqug7JYd0EI9YZW5--QKXxBwgcSom7sPmmuDdR3tX8OycCFGFfnMqkeK5Qzqi1HOQLAtvS_CXJC76X7oelMRzKb9aK-WFjlLUiGwfCvQp5Vdf4FaWOjNTFInA54rkEr9_lISVT_uZE1JXJs52y3P_qFJWEujsXxhobdlpVn5goW9fmAMjZr_tru9ImPl4n6J7FmJ5r06JmWuudlqlLHRyNoeIajBsujKR27Bksmo-BcdZ3OFwiEFuydjNgYSS6-lhMaJOyfQB7sC7YGchVmqQwMqc/4m3/oYkR0-XXS6OHRXbzV3QwHA/h8/h001.0tHIB6aENrG-Bf_zvmmdjihgX3hes-L0taaWuzJwOaY" target="_blank" rel="noopener noreferrer nofollow"><span>How to measure engineering ROI:</span></a></b></span><span style=""> CTO coach Itzy Sabo just published a comprehensive guide helping SaaS CTOs quantify their department's business impact. The framework includes a 3 stage process (Identify, Commit, Deliver) and two efficiency formulas designed to translate engineering work into revenue metrics executives actually understand.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.VbEOSrOul3-OJLQ24EO2NJZJUwoCmf6FH4ZRSAPyfZFLvCTVrada-9zOE8W0ZnW_2zdoMIFycmkr0k3ty8577R3PR8CDO3PocGENjOQizpK3Ml8IPB7Y4hJrxEcBXohwCcCEArxrf4cinIV3ksv5FAynEVS8DO1lo-aaf0wHTxZbHIsTaxIlD5joh9RDwBaNomOGuQ6Go-WbO7bB55f5RTQIaEjKJCE4TzMGMm5O5EzewapvQQ-EXs4A0DhWu629liVYKFbCCkHr3YUwm0A19n5aHurb_6nRYvZPAlZggQ4/4m3/oYkR0-XXS6OHRXbzV3QwHA/h9/h001.1SIgZFB9wOV6_V-E6Eh-mCW74bEfTeQpHx84mKkoA5c" target="_blank" rel="noopener noreferrer nofollow"><span>PostHog shares how startups lose their edge:</span></a></b></span><span style=""><b> </b></span><span style="">As companies scale from 20 to 2,000 people, culture gets diluted through layers of management. Teams start hiring "safe" candidates with impressive resumes over culture fits and adopt conventional strategies that contradict what made them successful. The fix: keep teams small and autonomous, promote from within, and never stop taking big bets.</span></p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>IN THE KNOW</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h2 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:150.0%;"><span style=""><b>What’s trending on socials and headlines</b></span></h2></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:650px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b6a3c40d-afce-492b-a577-26a7311cb3a4/image__49_.jpg?t=1764670623" alt="" height="auto" width="650" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:650px; padding: 4px 4px 4px 4px;"><p><span style="">Meme of the week</span></p></td></tr></table></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b>Nerdy Noogler:</b></span><span style=""> An experienced interviewer at Google </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L7BkDZdje_-Xm0yx32mp1aU07onXW_y3ener7APeswJn_y7xHy9mXhU0OrblNvQghs0r93bg48J0DY2PDV7E7WN1LHjDa03uc89nMJ5p8Rum8KQ_uv1zVXtMT-bS52XnZMJliRTfYfjjdLwgNDkB_LUWaHVoqIFO9PH7Yi5gcN2eSYGnQkfxjlCTXvoNNJ_K839gBKXU62pYdkMHt-Ij8TvqQyYCi32X88_LJDrZzgVA21BUPByss-oaGrhaKHDWLPai0OW8WEt199jvg6rFR5g/4m3/oYkR0-XXS6OHRXbzV3QwHA/h10/h001.miCGuLYL9RPz4c8vaebpBB22GPa71PE5GbZEqTlbA9k" target="_blank" rel="noopener noreferrer nofollow"><span>shares</span></a></span><span style=""> what candidates need to get hired.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b>Robust Systems:</b></span><span style=""> If you want to become good at system design (in 3 weeks), learn these </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L2rocAqv9JW96N65lcnecnkJTO7KwZcygjenH3gtCNC4watSWHKHb8_XsGdrUSijdkGFp8QKi82zqiwxqgSU8rN3wjMlHCaUymr7xn1wNlDaib23wKCh6HNcinZHgGd_LEyMZWtZBH7LR1fuSd5dtDofpOFQdAtTKS66kNJWvPDz9rMIZID2ppGqqnlCPFm5jGQ-9Xpsisqx4GABJIKw8ugRDnCgZkhjLvLebrcx4AwCNl6kUKf_6sAUX-0TiaH3X_nh5nzRg1SBOpEw543HGvA/4m3/oYkR0-XXS6OHRXbzV3QwHA/h11/h001.y2-gNHtaYm0lmodW6n9KC9AczRefo70HSVPeWO8_bcU" target="_blank" rel="noopener noreferrer nofollow"><span>15 case studies</span></a></span><span style="">.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b>AI Leverage:</b></span><span style=""> A senior dev </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4Xquq_u6ON2c9pvq7fVt-61-OAXU9qw4cW-CLfzuOxrhEN4pyuxaZvM-HCE4_EThtJjG3xZQZbsVnAGhpJnD9S2peJGQn4Q8TOpUvcHmXTXqLlD0Glj2xxdDgVvZLB1ainmXES7f0GMFqF-Yx1HTq_tPhf17eeAURrgshsZJjRkk7O78C1hjMGp4U8KrOnFoKsgITGdG9oSVRy9wu5vzasRC6P4Is-3zTn9vWXIvJEXiWCUZ9XbZyEjDYIfFV91XOV5C_7lXrgh3SkuXdqdGlrqxq17tsBeV96LRLed-UetwJMqyBnzQUYsbQBqZaJ_o6lOIpKVKhbZWV6WW2xokjQE0uw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h12/h001.ZvNAhtFDVZJUcOk49pfxGEwkdycW7JHohfYgUFhmUJQ" target="_blank" rel="noopener noreferrer nofollow"><span>argues</span></a></span><span style=""> that AI won’t make coding obsolete because coding isn’t the hard part.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b>Internet Ghost:</b></span><span style=""> This IT specialist deleted his entire digital footprint (</span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L2vaaV_wpznLW3P0ARae2ecRn3dSDMj3YQflK_uu0eL8866xmMwwZzYnmNYyrAWsMisW6_GBz8gjOg3DKIwJoAd2CtiLm7lBMjrJZpsYZXEBELrjrBKsqQma-4eK95BqOrnwoIIKBs_HS7fvpflcwBrZOTga8IBNx9WAke6MVPThUfH3MQPNSWnFnuUsHBbFiyB4Sf5Sgxxt_qDrGjNb6ZYtO2LnNy_iYM5nm4Ryf_IPBJ7TB3rU7ZiOhGM_DROVmg/4m3/oYkR0-XXS6OHRXbzV3QwHA/h13/h001.2-ayDfeXvQX1tnAIqvtmF7GEzFMk1bjBIJFRPbS3Hzg" target="_blank" rel="noopener noreferrer nofollow"><span>here’s</span></a></span><span style=""> how).</span></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">GitHub </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkna1rC_E-CpkQDEGsY2JsuXl2qeDU93ypSCChKtOuR4aJLGWU73GkD2b2ZRQop8U4shsARyymI-YCmhRmgqhSvGWM7TLdNSi90lsK-0BDBv8U7B5Hel4Oz9txYEejdPO3YRVe_aoPzoa7XLTyLoIbHTxsgM8NfCpQGLCBlAvqMVn_pkv6j-HFM6L_FGb90Qv0dGfWWoGDYPdm2JIY-GXdC53Vujc1RiDWuayd-T1uEgk4j2ehvTc9mxaUtUybAooAVhJNz71fiC_IzzBjpysNTetPnscqngb3ODeQCDkFmQnln62Ni9zpSAnWIZkUDoUBXPgu95K2C8yINaq6CcRpwbLed5hO46dvpeqfMlesKKy_n7HakfRqpp3-20WqF-VPQ/4m3/oYkR0-XXS6OHRXbzV3QwHA/h14/h001.-gYWwS_3mDULcbgvNZwlLzZldTdI07WzEzpv6Wo7MRA" target="_blank" rel="noopener noreferrer nofollow"><span>released</span></a></span><span style=""> the Annotation Toolkit to document design intent and eliminate preventable accessibility issues.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">Google </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_GPzoyjsQUPxLYjFG3EnaEvT33NAt5JPnBmcACxGFfp_2UPoE6YUllP1epLea_u6WyK_6ZdvktXem767Fowi_pM2J6p-hUHm3P8rzRmE6tCRctNZ_T863otmf2CwCM0wpkpKYWTKBNOn3QOtSwVCqvJaYMAQZKazTUnq8lSFeiDI-zMJqo2Yb_-obs01uwcQJSmk8OoG4FoQ--hOC615RCjDAdaGAVd3NjHt2TFMGAFZderqn_WAp2ugHXAzhtS7eM5NPDL2KtRzVrxmefS_s0/4m3/oYkR0-XXS6OHRXbzV3QwHA/h15/h001.IoRfR3i4WEci857FL0w6d3IsMbnnLYRgl2UKcUMK8pA" target="_blank" rel="noopener noreferrer nofollow"><span>released</span></a></span><span style=""> a detailed Nano Banana Pro guide covering text rendering, character consistency, and 4K output.</span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style="">ByteDance </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.AtRzLqL3EQmRcf6rV4XqusYKtPYLiFl-nv19Dupe5B2l1LGrRQrO2RtuzxUYqZQCftbs6UNBvFIRgUErNSxVOA8JNnP_tWb6GsHUeVP0UjM3OWyr1Nbj2Whrv5wGSFmFlVs_C4syiEgWC4GTExhQR6O5x5nLdFGTOqw_6T1-wNozVE7YOiOkL8eMn9O37FQqn0AA-pOrop2X_3k8aWIRxPx_3S1qMLgjyUrDZZ6Bg9isELDB8NhSKiMH_J5qW9mi/4m3/oYkR0-XXS6OHRXbzV3QwHA/h16/h001.SVkrnHWfZC1bO-nbtqicGmEb-hWm8rRJD_JFl3N47KQ" target="_blank" rel="noopener noreferrer nofollow"><span>launched</span></a></span><span style=""> Vidi2, a long-video understanding and editing model beating Gemini 3 Pro and GPT-5.</span></p></li></ul></div></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/18efc0eb-c3c4-483f-a001-0fe0dcca16c3/Group_from_Figma__2_.png?t=1758120539" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h5 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:100.0%;"><span style="color:rgb(53, 147, 255);font-family:Eczar,Lora,'DejaVu Serif',Georgia,serif;"><b>TOP & TRENDING RESOURCES</b></span></h5></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style=""><b>3 Tutorials to Level Up Your Skills</b></span></h3></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:0px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:0.0px 0.0px 0.0px 0.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td align="center" valign="top" style="padding-bottom:0px;padding-left:0px;padding-right:0px;padding-top:0px; " class="dd"><table role="none" border="0" cellspacing="0" cellpadding="0" style="margin:0 auto 0 auto;"><tr><td align="center" valign="top" style="width:670px;"><a href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4Zi9UKjA0TBXql7YJIACwRyOwWRVkL-OXQ8lYvYSxlcJ078fr9YM23cYqzfoR4dNzvnhEK76ClDBMOwdeOjfyxEtwH7cMM3N6ixYFPKS_OJq_sfLAA0ZGRBi2n0STF17mWctI5ahEC2tPlOi3iPzzkx-_M9YW9_pSIDe38AiXtdsDDVwR1gr7_cJVcJuZXGR9KstSL221ihmXPWZ_sH54Ok1c_VFdVCHq2xU8_56kSjo/4m3/oYkR0-XXS6OHRXbzV3QwHA/h17/h001.lu86e9f1VCYenEKOeql4lTnjdIbbq0yY2BjTUQfDfA8" rel="noopener noreferrer nofollow" style="text-decoration:none;" target="_blank"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7a74a36f-5e04-488e-8ee6-97c08434cd48/Untitled_design__30_.png?t=1764673482" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></a></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p><span style="">Click here to learn how to excel at vibe-coding</span></p></td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#030712;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:0px;padding:10.0px 10.0px 10.0px 10.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4Zi9UKjA0TBXql7YJIACwRyOwWRVkL-OXQ8lYvYSxlcJ078fr9YM23cYqzfoR4dNzvnhEK76ClDBMOwdeOjfyxEtwH7cMM3N6ixYFPKS_OJq_sfLAA0ZGRBi2n0STF17mWctI5ahEC2tPlOi3iPzzkx-_M9YW9_pSIDe38AiXtds75eBT_cbsY_8XrYMmdTUO6G0AecMgW_FYfxGKT1J955G6_AW1u8fg-s-j4xJO5RH/4m3/oYkR0-XXS6OHRXbzV3QwHA/h18/h001.ms8ykkQBrTCGUQneZRLuRWeGwEgFUZqtypBH8P9_iW0" target="_blank" rel="noopener noreferrer nofollow"><span>Be a 10x vibe coder (Claude Code + Cursor + MCP):</span></a></b></span><span style=""> In this tutorial, you will learn to combine Cursor and Claude Code for a powerful coding workflow. It covers using "Plan Mode" for complex tasks, the "Ultrathink" feature, and MCP servers. The video also shows how dictating prompts and using background tasks can help you build applications faster.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4U65PLcGf7KSn3E7uwYKpI89oFuS-AFo-3MIcsqiUO8IPBy24ddznkBfpNFghgGtDTp2-GxGmn_3dgm0EATzRTQBuhHeByE8TJRzODWxXXQL5320nOMV356xXMBx_lLgcakJRwOtM9Rk4WXoZ6ebDt9wTcavyPd8foM2PnNOLmdi4wczoFAbXSudpLbkEd02rJcGKiaqT9BKfzYT_854sW1-ZwsbaayIOiil-LiKas_m/4m3/oYkR0-XXS6OHRXbzV3QwHA/h19/h001.7f9E8GlK4sIaj2nNAdzI9reWLlaNkdTbaBwyid1wRWo" target="_blank" rel="noopener noreferrer nofollow"><span><b>99% of developers don’t get Docker:</b></span></a></span><span style=""><b> </b></span><span style="">In this tutorial, you will learn Docker fundamentals to package applications into portable containers that run consistently across any environment. You will explore creating Dockerfiles, building images, and using Docker Compose, effectively solving the common "it works on my machine" problem.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4biSVu03cPgzvq9cuO7Pwo1xlZx_4py2E2ObNJLLlGoCeugYmzvwWP-ngx2X42RwqFx3OyAWpfQNMo16M-365NXnf0LVTE2xUAHvFuL_F5AhKlLDVRYDZYZgn43RL90bA977qgFsKbhcYDPwhnzSbITCUxDtUxrYCB6yBNfgqzNFN-gBloRS9FVxgWXIxcSjEtC2Cw-cpj1mO_aHpfeDY2VB-C0lIanXcQ7MtiLWQFL8/4m3/oYkR0-XXS6OHRXbzV3QwHA/h20/h001.vgnoUrsjSBJmhdyauBE0zqjwDPdDqhrv_85Nuvun7AY" target="_blank" rel="noopener noreferrer nofollow"><span><b>The ultimate guide to local AI and AI agents:</b></span></a></span><span style=""> In this masterclass, you will learn everything you need to know about local AI: what it is, why it's critical, how you can run your own LLMs and infrastructure, how to create local AI agents with both n8n and Python, and finally how to deploy everything to a private server so you can productize your local AI agents.</span></p></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style=""><b>Top Repos</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkhoooUxOZzYQ4NkIOj6UzK7I_gT-Yg4JVCEq7hDOKlI-bD96vkMQ3c5aZplPa1PlCWFEEGi6A4Jbi25yxRzukQEZBr1-tSof1ozSOH9m4JOm7Bkzj-lyMxTPF4QGvH2OceM2evLPrrqab6kEAqfeH0ZDJMGT2UJOJ2vn6lUI6wvROsaGvua82jw2FvUwTbMyL1xfDzefXyz_ohXUITUF6N5jazXejix93Zm81AH0yA1bs5_yvxK63_nUXpRLTgPmXw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h21/h001.6mZ_tTwm13Zo9fiJ2ZOtvdw6IGAGQPVO5GGvVCoedvQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>Dembrandt:</b></span></a></span><span style=""> This tool can extract any website’s design system into design tokens in a few seconds: logo, colors, typography, borders, and more. </span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhktGUxODK6INDKhVImxVl_fK30STF6KQDES7Fhvp4WVvO0A85-PIsdCdwydj-9QFNeo1Q0G-pveZzooshZS1V-iiw2CBLlQHEPHEjCHCqycN0iaVsR1JMjwwtn2a8o2de4EsLZBZgh9CibUUhe0adDslTZca08v7yLJbIZpGGxkSzb9OM1EYcDr8FLWQ9v6nl2TRWLFM_LBLJldmiuqIplTCq8Nz-iXAaORq3VWEmhF_-RSOIfvtIgSFxwiOWJLbD6A/4m3/oYkR0-XXS6OHRXbzV3QwHA/h22/h001.mSOwffrFAPhtVVxXrIV0fTzVU7Ej-XlfRFN14zYApT8" target="_blank" rel="noopener noreferrer nofollow"><span><b>Awesome-nanobanana-pro:</b></span></a></span><span style=""> This repo contains a list of curated Nano Banana Pro prompts and examples. </span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkgEnn-pgu9pwZEsgYNNfHCk40m3kvUftWFoJg258Qrs0TNHGG9AFpWr7Et3ugbCHow48t9wsOxLfX5F2O9CpQMIogyCyf5vPF5meQv5yNsPiCDMlg2i1ONJNRmLSI1BqH_Q_q4mKZDFMjnBn0fDJA3_mNqoFUXfJYIZYyBvZe_WPNFOJ1YiUCcQx0mKVraDXb66qPT6R053LRVr-j1L1OtkzEmf0FFTq4eVw7QCTGiFY/4m3/oYkR0-XXS6OHRXbzV3QwHA/h23/h001.vT-hXmyidI4GwVR_aejmKfdwqE-ar9huGeWKH_812sw" target="_blank" rel="noopener noreferrer nofollow"><span>VERT:</span></a></span><span style=""> This repo addresses a simple problem, file conversion should not require you to hand your data to strangers. Vert flips that by running conversions for images, documents, and audio directly in your browser.</span></p></li></ul></div></td></tr><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style=""><b>Trending Papers</b></span><span style=""> </span></h3></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.IqUZOML35pbZylK0LfuECIwQv8uJbEGWM-XUNW0m6HpUZrj4hY-t5BniboLZxJPAlKKVLpuWrdYYPpjBsEDjqb3FA70SasoCUMBE-ZsW8qiulk-eF8xfTTwADVygWzZyHYr8GSIICRebmj7ctWl2gR_SKOAvZ0WCzw_m1xY_4QydmpXFO8W77PyFZg2bndR9zSJT8NFUk_UFLOUEDbIVXnJmANaZWSTmfgRMo17ye2-EsUtRKtwuG4J0IyNctn2FRG81Y64RNtX0nz-4j6iMQAHUnapoKswgJPlYwtA9mtY/4m3/oYkR0-XXS6OHRXbzV3QwHA/h24/h001.9xvGYP0UYpJmq7yLONkSBV3JAQKFsy_-IRc1MklASPc" target="_blank" rel="noopener noreferrer nofollow"><span>Agentic AI: a comprehensive survey of architectures, applications, and future directions:</span></a></b></span><span style=""> This paper discusses the confusion between traditional rule-based AI and modern generative agents. It concludes that clearly separating these approaches, then combining their strengths into hybrid systems, is the key to creating reliable and adaptable AI.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpNVte91GgJ4r2r8jn2L5D_mlQ9q574gw7-QUL3iYztTM-xS1mM5RaB3wl8qcoRZl11BJ3iVZswyzgeZFr_rK_-YB-UHHv_kVg06w3yuTMy4Ra9B7q_2y3emd8V17xTuALBqdDOBGY78URYiFGxYQX4kwVW92VQo8LxwQ-Nx2cmvUZMSdIVDmVdfu3CqaIAWHiUTbG9ga2cq0tpMNCGtDghk_EBihMW8XnVwxXK94yUpRxTCO1omUEcLql90DpAy_lQ/4m3/oYkR0-XXS6OHRXbzV3QwHA/h25/h001.gJC2kUYAlXOv8NPUVdY68YRXQXM3OK-U_B_DtdYZpRQ" target="_blank" rel="noopener noreferrer nofollow"><span><b>AI agents find $4.6M in blockchain smart contract exploits:</b></span></a></span><span style=""> This blog discusses the economic impact of AI cyber capabilities by benchmarking agents against smart contracts. It reveals that models like Opus 4.5 autonomously found exploits worth $4.6 million, proving that profitable, real-world automated attacks are now feasible.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9Lyr45_ALXT5aoGZFNsuCNeCEHmhPNWXpX7OZmg4sX_4NY26cR5YE1FAcS5OjZYMxk_bRB5JypcZLrmg6TOPuq7wytiDfVHZ_hZs654zGaNMtpL84-5kf6dyhSPASq8RuFKwcbgFOtlX8LaXUzNk-SFdyymmhpebpI-rnahyz4tBzHa6yhxmCWAmNJcO--6IFiC9qgwJH0z6mPbJP96p5DGoj1p3aqGy3OnfLhEea3H_Yr309WbiiUCyV2fJEDKUlXw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h26/h001.wr-qDuTgFoS6g690RB8wuSjr55RaaH_qHp3y25nDC_0" target="_blank" rel="noopener noreferrer nofollow"><span><b>Multi-agent collaboration via evolving orchestration:</b></span></a></span><span style=""> This paper discusses how rigid, pre-set structures hold back multi-agent systems. It introduces Puppeteer, demonstrating that allowing the system to learn simple, repeating communication loops works better and costs less than complex, human-designed graphs.</span></p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr><tr><td><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" style=""><tr><td bgcolor="transparent" style="background-color:transparent;border-bottom-width:1px;border-color:#222222;border-left-width:1px;border-right-width:1px;border-style:solid;border-top-width:5px;padding:8.0px 8.0px 8.0px 8.0px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0"><tr><td class="dd" align="left" valign="top" style="color:#2A2A2A;font-weight:400;padding:0px 0px;text-align:left;"><h3 style="color:#2A2A2A;font-weight:400;mso-line-height-alt:125.0%;"><span style=""><b>Whenever you’re ready to take the next step</b></span></h3></td></tr><tr><td style="padding-bottom:6px;padding-left:0px;padding-right:0px;padding-top:0px;" class="ee"><div style="margin-left:0px;" class="edm_outlooklist"><ul style="font-weight:400;list-style-type:disc;margin-bottom:0px !important;margin-top:0px !important;padding:0px 0px 0px 0px;"><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJcSd2Sz_qnPAsasBhmLwsCVZNu9tNAKt6oRmJl9BXvX9O3MBk1tmFymeXTCdnyHr4kBUsZeA5S-GE_QrQH275wsfnHYc20IjdipbMVkgv7Z0tkxHAu-Vfa2Tz0sDwLIuimQM-SkFstcXIm79duSMvorgV7nfcgBDUpFltNfK3gOffoMt7dSjT9EQ8ndlJvG4vxTktrDBfOMEW48Qdr_22VQ-9D2k3tGBbd0TGuXmzQpzhWvPjIYTLUB6eCk9eWz9aw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h27/h001.TPxa3KSNWaSHrj8TrgFgCXj-l1MvDn1lwdeWEU57x24" target="_blank" rel="noopener noreferrer nofollow"><span>Zero to Production Guide for Building AI Agents</span></a></b></span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2JJ1WSIxuw-7v0ZBe49kAz3a1Sf0_emaOuI8zzUKVTNMafIq_v4-y5mePw0EoJ937QC9wmZGVdz0Bh4Wb4M7bZ4nFgs0Xx-THXGtSfiRNRpbV6xzBPG_Cs3vLKQ64HL-DdVSi2UQAkvbn5zPczNbtOjkUHGhv6zwBdFpwf66XpS2diqI6hog8yT8A58GzMh9tUmyA1fdGZiLZ6WBSX3A3GxtU5jEMgVydQZaojwE9-i2cvNm4MOAik-t0LCfWoN9nauNYUCWvqBjrf7eXLsEN60/4m3/oYkR0-XXS6OHRXbzV3QwHA/h28/h001.r2pn5jG0HbdAS4mSD4gtNr5HrbD01o5cauKe7K2ViLc" target="_blank" rel="noopener noreferrer nofollow"><span>200+ Resources to Become a Great Engineering Leader in 2026</span></a></b></span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2B1_MacX6rEN8NQ1g5abqsQvLxx42hiUESlpdYMTymozulT9J9y4TruXP5wT04F__PdzwtejkaY12se7qSfyzBvaRCN7LwZJNRT2xyB-1rvFcEy6K8zkEHaDQdcnquBHEbD8EY3joqoi1QYzv2enOLGKxDzvmgbx1i9QHNcMtLJdjLqhJtj6Jcl3c5Gxc0DqrE1rk_2k4Sb6cSk3VgwgJ1xoaggwuNSP9dG3gwhnDefHAx3faOOo3kBFdWNYh_IbIe5PEQUOXdqikXMrxh5th3w/4m3/oYkR0-XXS6OHRXbzV3QwHA/h29/h001.BvChUDyXc308PdQVJ9IIz0qpYKpjSeagEWVEYhSi_9g" target="_blank" rel="noopener noreferrer nofollow"><span>The Ultimate Claude Code Guide to ship products 5x faster</span></a></b></span></p></li><li class="listItem ultext"><p style="mso-line-height-alt:150.0%;padding:0px;text-align:left;word-break:break-word;"><span style=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9gcMOkjOtNYGV3uudiXU2BPT9KLgQe-ZvV8dwKceceCj7kdoT3hWVV9iy2SQrHPfVVXPAHoQBJddcZuZzU5AEbj9QUxKPkYaXdtt0rVvGJEBOT0ZdjoChxx4jn0flYhI3umi6fRp-T885CE427K0c5G6kxVriNwIn9pNSsu5kjer6Egjy3GdcXd7fytb4zADwazq56qFJT5xYw0IVNLGTVOYo7J2FSj6qgRCBIvuWCPH76SzB-162TLaD8GMrWtoLh3AYs_3o-yq4kyCULdM3w-CgY-2YcgwPEeCOOt19-A/4m3/oYkR0-XXS6OHRXbzV3QwHA/h30/h001.iki6zYn_XZVjTp2pemfixJZbAubK_2xTJa9mNaYb5FE" target="_blank" rel="noopener noreferrer nofollow"><span>Top 10 AI/ML Research Papers in 2025</span></a></b></span></p><tr><td align="center" valign="top" style="font-size:0px;line-height:0px;padding:10px 0px 10px;" class="dd"><table class="j" role="none" width="98%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td> </td></tr></table></td></tr></li></ul></div></td></tr><tr><td class="e" align="left" valign="top" style="padding:0px 0px 7px;"><h3 style="">What did you think of today's newsletter?</h3><p style="">Your feedback helps us create better emails for you!</p></td></tr><tr><td class="ee e " style="padding:0px 0px 0px;"><div style="margin-left:0px;" class="edm_outlooklist"><table role="none" border="0" cellspacing="4" cellpadding="0" align="left" style="min-width:300px;"><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GGM47Kd9yd3ci3Jndy6lrApoy0dM6wo30le8iNriPIUtgcVrrbE8Kj502BXtS6GfOpn8E7AQ8EZCAqzPiD3RVu46k46DkySI3ddAmOiVl5l9PvaNB97JBxai5XYqjZ18pF9gQdVYbF8TaowtUqgfwc3pquBjsbyHLB_NExYQG7V-g8H7_cfkJfKxUzQ-lGwDCd7bQZkdnBWkuDc9KYMGu4g1P2qk73D8LNJmuoFDf7_0meaZKXVgSNvXQdrht_quTn1Av7MbhKH1K-5io22vXskJZLQs5PN-waEMImwjhlTddBEQelTgt1MK9F49yaZ1ffstWVXqFL7TJSndTB0xu3lBbEaEj2tfikM6JeFk1Wt6uG6dW2C3uV9GD5sAEhVvbup6p-cUMcgWT4cdhiVYrY8zCE9o6EEcza9CTurgFhg9DbDst9KdFnlj97NLgNZfRFMa0sTI1D7oQ9FyvmZ87ifYEBXn-rKJEJ7jPBiYMiMDpErgh8SyB4XYVnD7kV9RhZnOb1gw0sbpj_mX-c2X6EdhHt6qATPwhCbjiSSxEDsp7Rr7xrwDulv5JFYwhJBMjWyg3feVgOrbI_Ms3WsVZBs3vI4FxFMQWIEKA48O9A3GLtSSxgMEH9sEh6ngaEaDhQp2XPRliHJ1D4T8Sk-gqOnQpSx3QV9KkHYq9n1PJxDVN1xAi3rm65K5Hp96KDAFgqrt3V_-hBK7D5m7kIVqTAzcGl5Ub7elBS_fYiO91KZwyRCOOydIDdFSH_3tYumG3IenRNi3kagEIjt-mVxp-UbabIMa2DRFX32O6JU1KfAhhDkpt7yBgIgoYk5U7YhCuMmiYU4I_ZZ5RVLHYgCszK9H-gI5KiXTQB85q98bcYgLVaxVPWRhyiBpzLkrBkQs10/4m3/oYkR0-XXS6OHRXbzV3QwHA/h31/h001.LTL9pIKJIj38x8_6SIjw_4dkfFS9klEQQiSVD1uzXuc"><p style="font-size:14px;color:inherit;"> Loved it 🧠🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrAO_5iK01-grb5B6b9rxJbggCgMjlnTyujZ67LuZkL4w3QYbSZASQEjt_h9ck9FHbNJfWLlKuOlFMGWtthUnClEBsiHGL6ZWS8b3Finc_AT1lv7LdJ8p_rlBzInPTadC1CMcx-65S-5Wt8RhTnfuWX17X0lQ9TiRJ5KnaZBNw_VOEgcNaB2BL-qQeDWu1MZ--7y9fPvrHO0Dkb1Yh21oqPn2H-VGKRbBpDOsL3VZknxMR9PciLYv1Zocbfn2QETZo9AZVShH7lG_brqIWjrskBZzfSjIGYW3dV0x6f2cbZ0-UiYvzyV4hpLmK_yBoEQL56WNpbKc9Em8_lhcW9mLpbfwCmQPjesu_IkluicHrXwwzpe1qdpaj3dX2GDD_ymfeoXiFAULSQsqEHt6t6uXy2chwQ7YVBaxPbsS-1SkaOmuJ9yE3ALaX8IIJ_4Zlx7XcGpJyICsnqtTc5B-JIb8buCj9qOBZZGOdDU0lmj9TAzXcYFf2geXHsmL_tvZoMzEyZH5EE1_qvjfHQe5NFXoGtcq7YG-Y-zihXC3zNAaB1vDe-JiJnatoXH2CekgjZnBWQRhcxIq91aOYbWodWE3qCWIoA3g2-QPFgPYASPhFeRhYgTrEowr2XY9-vbEPU7APKzbwxGnipNwGvSgovA59ZbCIM2Kea3p4Vw5pjwAr8lhTGb8d1A_iJyfqf7Z7T9ETeoGtWsECFOT0W2KzKp4OeTzVynUWroRzshiArHx9i2Ph-LPLHZQNwNVgpwzw4wDjx1AWsfiaKb6An9a10Sz9FeAqBnOlwpxgkdTIi18H5vywjrrV_AR-1GAU3OZ8tLIQqRPU0NYffsVP0CToxnH-xBjrUYcl0XRTHjWp8PNxr3N1T98IgTx8n_bx4D13D_Y4cIUV5goFOufBsSjcHfE9XMg8nd2t14ha82fWBiiHXPiOTt0F8tKaqiUaBkL60HU7lY/4m3/oYkR0-XXS6OHRXbzV3QwHA/h32/h001.BlrEzbJGXnQz0mIwV-39CVSD6n8Fsk-y4QMUEcOM4yY"><p style="font-size:14px;color:inherit;"> Average 🧠🧠 </p></a></td></tr><tr><td style="width:100%;border:1px solid rgba(50, 50, 50, 0.17);padding:6px 12px; border-radius:4px;"><a style="font-style:normal;text-decoration:none;" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9su7eJ8jn4pJH4nJy1BDM8Ka3gPzzyaeb0Zt71C26KnZc8na-mYFOCr9-W0iXrbrANqaaF2ft4LZNSaoIDXjUpqdWD4X47Cztewvx9_eSAMyt-U_s6AftXBC3OfCry1RhCjCfz5lNXknUZivRgTBpIg3VcVx85lShIoOiYdf523VsCxPftOY8jqn-GeNr4dJHI3pVsjzBwwNZJ7Cnwc9L2eQQUihwXyJEBcNCpKlvsYMzappvTcODHJsTR8yKayK1zX2yzutdFzVoushF_Y4_SawzI-mqiy7s9Gerx_FCNeTEaLQuPISh8Kon_hYw8LjdcD3PzCRMlEFmv7IqhTwDxQPxWCNQekLS52XLqdu8cHTdBtdDuKMOdVOAfwLzwl50eADDjiwE008rYkb4f8L7SVmLO0DavqTbNb-ENfhIW6EsKHt2Ak3DXAGV5b-qVFqSMyojhVM7tynoJWB1ORfS2fACLn7ATSA__lHR7hAlve04VQSCKukjWmJ0XxKM70bT9jJqXkJpP05PF6cQPgii9DIRvaexdZE7tj7afRLlt2_QzT8Qa5Onz_Hs1OT6TFGLSvJ-tySmPDkSFlpZObJvsfwcGZzS4DFQ8hGMeUknixxNwdpNfRPsd_34rsLRrTd7iNHDAw1ffFoIt7F41T7FcWBGy5xQBaHX03FjnD6dXZ6tWGUy6KD7zpcbY8Xeh71OHxnbfCXFa4dM0niqf5uK9hqgm8dEaRwu_4iU7br4_xEObIWNuvrL5nIEQi46Glv9Rykqq14v_7ZDNY3QabjdbISgZkDlC_2kvQyg-asjKnbhFHdVKAKAUwRsvRX1mRzzatyqcshObA51FkF4GdyG8hrPX70hoYxUicViBCIzb5VRXVuHrmZuMH2x8YQMfUMpohsZtUoIEpVPSRawDQRcYs4CjemJdJVH1o5qMLUoVA2EB0GVG_MAyFWenIApc3Ze2pZnH1QK7yxgmO2_MN3nhkZCO0p3QQkYKj4q3L6uhUHH7QuHtbow5ClceSRAnEGO0/4m3/oYkR0-XXS6OHRXbzV3QwHA/h33/h001.I6CKkNeO6zqGTrwZlwIXyyVo3gj4iAFG2nAjANM-1ac"><p style="font-size:14px;color:inherit;"> It sucked 🧠 </p></a></td></tr></table></div></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="">You can also reply directly to this email if you have suggestions, feedback, or questions.</span></p></td></tr><tr><td class="dd" align="left" style="padding:0px 0px;text-align:left;word-break:break-word;"><p style="mso-line-height-alt:150.0%;"><span style="">Until next time — The Code team</span></p></td></tr></table></td></tr><tr><td height="10.0px" style="line-height:1px;font-size:1px;height:10.0px;"> </td></tr></table></td></tr></table></td></tr></table></td></tr><tr><td align="center" valign="top"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td><tr><td class="b" align="center" valign="top" bgcolor="#030712" style="padding:0px 0px 0px 0px;border-style:solid;border-width: 0px 0px 0px 0px;border-color: #FFFFFF;border-bottom-left-radius:10px;border-bottom-right-radius:10px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td height="10" style="line-height:1px;font-size:1px;height:10px;"> </td></tr><tr><td class="w" align="center" valign="top" style="padding:15px 15px 15px 15px;"><table role="none" width="100%" border="0" cellspacing="0" cellpadding="0" align="center"><tr><td align="center" valign="top"><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> Update your email preferences or unsubscribe <a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9szpjhO_X7CGaQ-dHuFN4dv2nDJM7VwywhH_aNIWJ7DpCUiK5m3JnN9be-e_wBbmchHe5y58AGenpvwTn14-nulMUh4-844KkKF8W6recxwT91ujJvod7cubRRixU0-DyCyOuLQN_pW-NVNy-cYAoyqX78vYH35cvgx9YXriNlpMtfcKNmv9QRU4L8DC9SBa0JA88JsF_G0-jarDNxOflpK4biMNx1qiSfVz_H4YQ1UAtX-ffVaq6ZP4kjI0ZrcAZWD-qhA6YaehqpZ4P-oLOoSdThIuyYQOTum_XYlaY9JeckdRHClGTuTXh7fs7HiG9UqEOuU_E-dRBdM_Ra9_6vwa_5tm_v5hrlBLXyBPKdAtmt4cRIr4NCsSqFMtn82xq4ujNbxbCJDt9nO9fzB6U30C6HwAfpjb5NCj8zZo8gZ_GXJrAQ9CA2v2_uFqo1DCg2Cv0wh4zIHqjtxDHNR17VfldDwq97BX7jkSZ6LKveTCS1cFYdZ8cw8Pax_Us4OyVejX3YExO0Py2yVsnYUjxPjF__-1n9Pe5fAe6vLL1kyJbncCNLVyjEy_46Eo8r16Xfnk7Q4HzgKW8E6eMaPw6cN29A60MjEev4tdJImHWWm7OOzzChZrEzp0_f1A1H289uExkgcQDd1PXhsidd1bUgdzN4OO8jRirB-oigcw26VvfCXpOOG5u5iBj1GKTuGzNIb9gMQhSVT5Il2M1n4CiHwr2mqpjiFcq2Ol5xfQRNkaWYYw9DjugIGG7aCuKphhivJ9PWbcCBh-mmNqzXwhF8YgJpP-OKpaJpTP0nV5jZpkHqiNmlQCrH_OSUUQXuef0ukQ3X9mA1Rb_i4bXZrDEg_GmdwBOse1N1Avc2m__D7zpWTsNBZInuXpUht83C3zVw_icD7A94IOCj07-j_HSl6uGkojcV80kxWcPkstfLDVyWDrokc_VwF7vlwldesy7bFS56igNvQhbKQwJ1aCYfZ2tqolMhmpCR_N_dUZ0M4uw/4m3/oYkR0-XXS6OHRXbzV3QwHA/h34/h001.-YvV71EOD0Nijf0Se1y2En0aqPFKD9ijlh9JxZu_qi8" style="text-decoration:underline;text-decoration-color:#FFFFFF!important;color:#FFFFFF!important;"> here</a></p><p class="copyright" style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> © 2025 The Code </p><p style="font-family:'Verdana',Geneva,sans-serif;color:#FFFFFF!important;"> 228 Park Ave S, #29976, New York, New York 10003, United States </p></td></tr><tr><td align="left" valign="top" height="2" style="height:2px;"><a href='https://link.mail.beehiiv.com/ss/c/u001.nWZojHskIfWq5w8Zm9qW7uhFPeDiAXllchtVb3ARdSmgeTOVYjNABTLSj0sIlkKCskkGgA1RO9I5oiggfHFCsCKEetsAfCqK7dGXR0zIuNc/4m3/oYkR0-XXS6OHRXbzV3QwHA/h35/h001.0vh47wTwN9EWrwxZQVW7eVhV1D5eYT1Fb5taPI5Co7s' style="color: #030712 !important; 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