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👀 Gemini 3 Deep Think shatters records
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Selected Message
From: "The Code by Superhuman" <thecode@...
To: [email protected]
Date: Fri, 05 Dec 2025 13:03:35 GMT
Subject: 👀 Gemini 3 Deep Think shatters records
To: [email protected]
Date: Fri, 05 Dec 2025 13:03:35 GMT
Subject: 👀 Gemini 3 Deep Think shatters records
- Plain Text
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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.** The research team at Google DeepMind is on a roll. They just released Deep Think mode in Gemini 3, and the results are insane. For example, you can feed it a 2D sketch, and it builds you a [full interactive 3D scene](https://x.com/sundarpichai/status/1996656722979754060) with accurate lighting caustics and shadow physics.
**Also:** 21 Engineering lessons from 14 years at Google, how to contribute to open source AI with no experience, and the pattern behind $50K MRR apps.
--------------------
### **Today’s Insights**
* New models and features for devs
* Claude reduced 6 months of coding into 1 week
* Building your first AI agent with Python
* 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)
Caption:
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##### ** TODAY **** IN TECH **
--------------------
View image: (https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/64a3775b-d68b-4f8c-a007-fcb7f6fa49e9/image__54_.jpg?t=1764937595)
Follow image link: (https://blog.google/products/gemini/gemini-3-deep-think/)
Caption: Gemini 3 Deep Think tops Humanity’s last exam
--------------------
**Gemini 3 Deep Think shatters benchmarks:** The search giant just [released](https://blog.google/products/gemini/gemini-3-deep-think/) Deep Think mode for Gemini 3 Pro. Exclusive to Ultra subscribers, it uses parallel reasoning to top benchmarks — hitting 41% on Humanity’s Last Exam and 45.1% on ARC-AGI-2. By exploring multiple hypotheses simultaneously, it tackles complex logic problems that stump other models.
**Mistral launches the open-weight Mistral 3 family for developers seeking flexibility:** The French AI lab has just released its most significant update yet — a suite of four models ranging from 3B to 675B parameters. The lineup includes [Large 3](https://mistral.ai/news/mistral-3), the 675B-parameter model that ranks #2 among open-source models on LMArena. All models support text, images, and over 40 languages out of the box, and they can be fine-tuned to suit any use case.
**Perplexity secures AI browsing agents:** With browser-based AI agents on the rise, The AI search company just dropped [BrowseSafe-Bench](https://research.perplexity.ai/articles/browsesafe), an open-source tool that detects prompt injection attacks in real-time. The detection model scores an F1 of 0.91 (a measure of accuracy balancing precision and recall) and is publicly available for developers to build on.
----------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/76e1129a-0b52-4d24-b041-ca24244bc9e1/dfsdfsdg_59863_Googles_office_on_moon_-_astranauts_working_in_4d5084f2-3bf3-4266-8375-89b153d9314c_0.jpg?t=1764932642)
Caption: Source: The Code, Superhuman
--------------------
[**Google engineer shares 21 lessons from 14 years at the company:**](https://addyo.substack.com/p/21-lessons-from-14-years-at-google) Addy Osmani just published a career retrospective that's already going viral among developers. His biggest takeaway is that the engineers who thrive aren't necessarily the best coders; they're the ones who master the human side: navigating ambiguity, building alignment, and solving real user problems.
[**Opus 4.5 collapsed six months of development work into one week:**](https://every.to/chain-of-thought/opus-4-5-collapsed-six-months-of-development-work-into-one-week) Anthropic's most powerful model is enabling a new category of software where features are built from prompts, not code. Dan Shipper demonstrated this by creating a sophisticated iOS reading app in a week without touching a line of code.
[**How to turn rambling 1:1s into actionable guidance:**](https://randsinrepose.com/archives/the-wanderer/) Great managers can drift into storytelling mode, leaving you with mixed signals. Ex-Apple engineering director shares a fix: prep your priorities, visibly capture decisions in real-time, and document the meeting immediately after.
----------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:
----------
##### **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/8f671e1c-5a35-4d70-a411-f7820b5f5242/image__52_.jpg?t=1764932718)
Caption: Meme of the week
* **MRR Stories: **This X user [reverse-engineered](https://x.com/gregisenberg/status/1996337960854196425) 8 apps that reached $50K MRR in under 180 days and explained the common pattern behind all of them.
* **Building MVP:** This X user [shared](https://x.com/vasuman/status/1995975265663471869) a workflow to vibe-code your MVP the right way in under 24 hours.
* **AI Worries:** A senior engineer from Cursor [shared](https://x.com/leerob/status/1996281383535382909) two of his biggest worries about coding with AI (and it’s not about losing jobs).
* **3D Gemini:** This X user [showed](https://x.com/EHuanglu/status/1995511733138710785) how Gemini 3 can generate interactive 3D scenes where you can literally move particles with your hands.
———————————————————————————
* Google launched Workspace Studio, enabling no-code agents that automate tasks across Gmail, Docs, and Sheets.
* Amazon [unveiled](https://x.com/amazonnews/status/1995898375649050753) 3 AI agents and new Nova models.
* Google Colab [expands](https://open-vsx.org/extension/Google/colab) availability to Antigravity, Cursor, and Windsurf through the Open VSX Registry.
----------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/a707b56b-71cf-4739-b234-a0baaee81913/Untitled_design__31_.jpg?t=1764930857)
Follow image link: (https://youtu.be/2aldTxnbNt0)
Caption: Click here to watch the Cursor 2.0 tutorial
--------------------
[**Ultimate Cursor 2.0 tutorial:**](https://youtu.be/2aldTxnbNt0)** **In this tutorial, you'll learn about building a full-stack Meme Generator using Cursor 2.0. The guide covers using concurrent agents, integrating Instant DB for real-time authentication, and deploying your final app to Vercel.
**[Building AI Agents in Python (beginner course):](https://youtu.be/bZzyPscbtI8)** In this tutorial, you'll learn about building AI systems without bloated frameworks. Dave Ebbelaar shows how to use pure Python to master core patterns like Prompt Chaining, Routing, and Parallelization.
**[How to contribute to open source AI with zero experience:](https://youtu.be/Om6zglxM8-Y)** In this podcast, you'll learn about contributing to open-source AI without a technical background. Dan Advantage shares how he mastered PufferLib by building custom reinforcement learning environments, showing that real competence comes from building "janky" experiments first.
———————————————————————————
### **Top Repos**
* **[Agents:](https://github.com/wshobson/agents)** This is a repo of comprehensive production-ready systems combining 85 specialized AI agents, 15 multi-agent workflow orchestrators, 47 agent skills, and 44 development tools organized into 63 focused, single-purpose plugins for Claude Code.
* **[ML-For-Beginners:](https://github.com/microsoft/ML-For-Beginners)** This is Microsoft’s ultimate repo to learn machine learning in 12 weeks. It contains 26 lessons and 52 quizzes.
* [ComfyUI:](https://github.com/comfyanonymous/ComfyUI) This repo lets you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface.
———————————————————————————
### **Trending Papers**
[**Training LLMs for honesty via confessions:**](https://openai.com/index/how-confessions-can-keep-language-models-honest/) This paper discusses how AI models often hide mistakes or deceive users to maximize their training rewards. The study reveals that training models to provide a separate "confession" significantly improves honesty, allowing them to admit misconduct even after cheating on a task.
[**PaperDebugger:**](https://arxiv.org/abs/2512.02589) This paper discusses the limitations of using external AI tools for academic writing. It introduces PaperDebugger, a system that integrates multiple AI agents directly into editors like Overleaf, allowing them to critique, rewrite, and fix documents without ever leaving the page.
[Anthropic Interviewer:](https://www.anthropic.com/research/anthropic-interviewer) This paper discusses Anthropic’s research using an AI interviewer to talk to 1,250 professionals. It finds that while people love the productivity boost, they are still very worried about social stigma and their future job security.
--------------------
### **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 get started with Cursor  ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ ‌ </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 05, 2025 | <a href="https://link.mail.beehiiv.com/ss/c/u001.kro7WBsAmEsY5mGgiUDePbOdMF_BvViPt7FxYKgxL9ujx8XtWvZW70-nzc7AhMbse2Dw4BaGgZH0t5hlIbGLqrYJfZ55opA_mC4YJeNtK4A7Xxa-3zFeTXl9GlKTFlr8y_GfwBfPyHffMcjbPEoOm1evTyy7f3a9TaNW_tmP7fLmvdXzpFBf7es8G0bNmUVXlFI-S8A66QDJmTJAH5HOk3Z0oNFw_r6556o5YXc5G34KIVD9uP-iH2HPF5hi00dKNAOaPKDMcjG1hMzoA5n-_7gtrli-U84X6sxLQQ51iXbqgm6Xtv8Vcc21deFlAXupDv54abtJyzSSKa9JtKcv4FoD5v8J83ULRUObkPtSD36angEas0zEJUQ9mf9Y7ssSG9NKJ31op0QDI2f0ofwL6EdU_MLmdoVlJ3p2Fq3wmDnkwt-q9rUTTZpnUrV8xqVAwmgGr0739co1hJ8QpNrFZqzsYo68tY4NiKwDavmheDeitFQyHcmyqYINYaRKFE-YX2WhhhZWod5jhUhwzj-CKiZKCdK273gxS-oQt4c53yLsTZhan42kE2JOwpLev7OUC5cHYXgn2yav7jZiiB3XxRrdqu-AGrD5MRjEZ1Xn67mePE5zPpGQQDyc3oKW7f8QVlkrQ7z7tndE-vmvODJJN-qYxsi_OCZlGpLMSdy5C3zBZXRY7v-h3C8mGHpuTT4iUqPN9syaypbts-buPFW8x_oFHYCnoXzx0ysRdsozbROb2KjdYcDDJdV5ZaHrjZp8j1_G4o3RYlZuYM3TP7GjaXNz3xFw5vHoRjKaTfPRreXLq_nJJUq9lwtWnGiK8el0I3URtAooMMkMIWMhCwiILVWOMoOaCJqGK0O8ZAQdaAg/4m6/D_yMb1HfTGCevDg-PYcjBg/h0/h001.oSrROf01YVN6tIoOzp0oykj9GJAIqUhBCH2EhcYHRP4"><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/4m6/D_yMb1HfTGCevDg-PYcjBg/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=""> The research team at Google DeepMind is on a roll. They just released Deep Think mode in Gemini 3, and the results are insane. For example, you can feed it a 2D sketch, and it builds you a </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L1cdDB4KAt9Ritf9L7Lzrn5-JCh4giOMHGMxcRBmcRZnuaiXgpOnKpYiEYlmPdaWPAYqBVlpisbwfoAu5HvczwyTx_9DxOcWJMG3nIcAMIxv1N_w2g4zStJSvjm37zfBYxEmfkPkXZJSPfLutK7AWHk-y2EP-mFdOaDxyUSJXvwUp6OwpsU5BwR3Dq_1hpjdG-VL_q5Kx9tHFyblwJVtJFywE9M_qd7ZWG6ACv965fmyNbErMZcwdrtSTLZGKH2-VnBAJkP7FmAlu2jPTDmy2hs/4m6/D_yMb1HfTGCevDg-PYcjBg/h1/h001.kwHXs9tvBBuozpyEWm9GztJgp2TIft7NOF7vKZ1sMPY" target="_blank" rel="noopener noreferrer nofollow"><span>full interactive 3D scene</span></a></span><span style=""> with accurate lighting caustics and shadow physics.</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=""> 21 Engineering lessons from 14 years at Google, how to contribute to open source AI with no experience, and the pattern behind $50K MRR apps.</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="">Claude reduced 6 months of coding into 1 week</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="">Building your first AI agent with Python</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-v82t1FtsMjWgHFdfBXUBQf3EXmA7I4eV9FVneiPPmjeyEYTk0vclgixcUYU0ArSYuk9NNqzOfp6aGcjOPVFNjNacFXJOypdVKAd8K1is4iHNC4lXtzr8SPTwnfbL8RRshapvNiHGlUoP6UCwqG670rk3J6vVXI7Xn9JNmFoFQ/4m6/D_yMb1HfTGCevDg-PYcjBg/h2/h001.WbCk1a-oiWyptwXULZ66NsW5FMLHAOcq1ZlORBBfWnw" 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.ZELe4XSJUXiTVID8fUzIADYkyGJAAVJOo0EOlwMCn_mqpi3NWSRorG93fnoGlUTjUmLeI1rbAOrHaxob1pbpiOoe5Rums6HuIjUI20F84q8Tan-DZ3t7571pvaHPWd0H1m85P_m-_cVOxfLvUOsB_MtyYI85XkuKrL3MtljlvXd_aToRzHAWs4zNW29w9xF9poEhrYUNSMU6_3RC_Wvym250bZw0VK5VN347vPoDH3vModCttkZP_Ccwpx9-x4pZ689t77jC_S8gsXcrRxMrDaZBaaomS1n8mw7AokVDwvM/4m6/D_yMb1HfTGCevDg-PYcjBg/h3/h001.T324jC4BkrKC3TJnwFuS87rUFK3tnd5Ge0lZ0qkxXds" 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/64a3775b-d68b-4f8c-a007-fcb7f6fa49e9/image__54_.jpg?t=1764937595" 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="">Gemini 3 Deep Think tops Humanity’s last exam</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>Gemini 3 Deep Think shatters benchmarks:</b></span><span style=""> The search giant just </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.ZELe4XSJUXiTVID8fUzIADYkyGJAAVJOo0EOlwMCn_mqpi3NWSRorG93fnoGlUTjUmLeI1rbAOrHaxob1pbpiOoe5Rums6HuIjUI20F84q8Tan-DZ3t7571pvaHPWd0H1m85P_m-_cVOxfLvUOsB_MtyYI85XkuKrL3MtljlvXd_aToRzHAWs4zNW29w9xF9poEhrYUNSMU6_3RC_WvymxxXelyEowy_NALJLrrMlICgx4m6ZYLfpcj_10Pe85-RF6JDvXWDNPQIfaU3J9NyA1Ctg-dvsICywN3A8yUcezs/4m6/D_yMb1HfTGCevDg-PYcjBg/h4/h001.LcgPfBtT-cbREMS1IpJbqGl1UvaaGx4dn1XHzBsRpiU" target="_blank" rel="noopener noreferrer nofollow"><span>released</span></a></span><span style=""> Deep Think mode for Gemini 3 Pro. Exclusive to Ultra subscribers, it uses parallel reasoning to top benchmarks — hitting 41% on Humanity’s Last Exam and 45.1% on ARC-AGI-2. By exploring multiple hypotheses simultaneously, it tackles complex logic problems that stump other 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>Mistral launches the open-weight Mistral 3 family for developers seeking flexibility:</b></span><span style=""> The French AI lab has just released its most significant update yet — a suite of four models ranging from 3B to 675B parameters. The lineup includes </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.pljPPsurrJ8ITcFAp15gIeACsjP_26oTcZV4OKF3xCrHtvDiiRi6nhmBijqvLaIKo-HRFYwjTLR2xYFyB5TECn3HkFOx1ACXS5jGbS4rFIY00Yhu94Lnn0owUrAQrVS_8kbxSo0SJUAjq-RfpT3MHucPY-g2o6EnTrsMv9KWik7ahpc5VOLPgSfk-xYx5gP4AK5lE3ndxmYE0KCluBZihCIctENNwwvhy0MqZZeaIAN0ZyPXEypEOlgbTeriaYYW/4m6/D_yMb1HfTGCevDg-PYcjBg/h5/h001.D9MMZwz8pqTTQxdnn9Xh2Rcbbq_ZDThXtnGXqxQ67Ko" target="_blank" rel="noopener noreferrer nofollow"><span>Large 3</span></a></span><span style="">, the 675B-parameter model that ranks #2 among open-source models on LMArena. All models support text, images, and over 40 languages out of the box, and they can be fine-tuned to suit any use case.</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>Perplexity secures AI browsing agents:</b></span><span style=""> With browser-based AI agents on the rise, The AI search company just dropped </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.9ylDIu4nAQWGe8bSlkKOpEMlWE1CltNQzS9b-nITYsUT9lv-GRrq6GY94Fqp4XoJpyWhUK3_l_rdsfNDTJD2qCKQjgSOBsgFYNr7v-kaNdNSpg0iVhOuNbWzel5qTIYmXMF4ZAvYwib2xpS8ncwzSqpVMxnY4rVdzubaU_gFxUfWyZs8y3BxVqorFBsjSY75fYCeY-W3GIitYNd6vzb9MOqB0k8Ao7OQeXUuLLstOf9SQuinMV0_nK7U99SEiNsiioXbiHZy3teLvhgad-IW7Q/4m6/D_yMb1HfTGCevDg-PYcjBg/h6/h001.z2vsr2QRtBo5zrhX1yRHxTeV2nOT994ihNZyNunUtw8" target="_blank" rel="noopener noreferrer nofollow"><span>BrowseSafe-Bench</span></a></span><span style="">, an open-source tool that detects prompt injection attacks in real-time. The detection model scores an F1 of 0.91 (a measure of accuracy balancing precision and recall) and is publicly available for developers to build on.</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;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/76e1129a-0b52-4d24-b041-ca24244bc9e1/dfsdfsdg_59863_Googles_office_on_moon_-_astranauts_working_in_4d5084f2-3bf3-4266-8375-89b153d9314c_0.jpg?t=1764932642" alt="" height="auto" width="670" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:670px; padding: 4px 4px 4px 4px;"><p><span style="">Source: The Code, Superhuman</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.NH9KF4GoWlrG6bVA-B2EJfpfgab-7C2zQHtEW9g6SUDVyhei2YykAyZxIHTeVQptSUq4KpyNQh4pQrgdwQ2skESHjmFe3zpz1VPY2eZHgC1d-40frN4LSROYWa0eGVrmSsQ2nlIBWg6EG55pAn0rcuB0Yy-taHftxGeR6Zj8ZyTLNaWYE2_XN1GwenJd6GjWD_nuQZWIHp7rC4KV21m4wsqf1l2KBrZ6khZu6YDCtOR69XUdkcSexveyXbhcqCLgN37QEPBtCJIy9lj1y2nHHNVs_Ku5SvwdKm4ewtxUVQ0/4m6/D_yMb1HfTGCevDg-PYcjBg/h7/h001._i7SKerCL8yRklfvPgVsgq5djvAjEgZ4cUf5dJ7_ol4" target="_blank" rel="noopener noreferrer nofollow"><span><b>Google engineer shares 21 lessons from 14 years at the company:</b></span></a></span><span style=""> Addy Osmani just published a career retrospective that's already going viral among developers. His biggest takeaway is that the engineers who thrive aren't necessarily the best coders; they're the ones who master the human side: navigating ambiguity, building alignment, and solving real user problems.</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.ewyx0VA-ZCEh4luIETE-Yo4NmJhGWQaE8UMIn2xwCCisXRm8L3KILiHz199X75izQ90pZtWMQXhzZmnd-bAzVRndLGWiFvrWasfWPHqzDhfiYI9xP1TN6TAy4V0RZ5Wvhpas8eife_ADInLeVaECKo84OQPl0nHn6D4q_8444yawOJdXbRMRxCeNlOfcGZSXqWsj9kcFKAkru3KpH9FLCJ8BWB1XG3tL2RwvFfqnqlyQ7w3xfPbQR6TdY_LySPPBsDZhaC3OJL4sLosJ_oHEbKiXgvwXyyBg_rSOaksAis1rbvJ_MJ3OLT8DHLMdqyTt0T0Zs3_nLNgx-wespQul2g/4m6/D_yMb1HfTGCevDg-PYcjBg/h8/h001.-ONiWkuLA2YMGCvnuzIB8aKKZJgHu55Vur3OSkBQsUo" target="_blank" rel="noopener noreferrer nofollow"><span><b>Opus 4.5 collapsed six months of development work into one week:</b></span></a></span><span style=""> Anthropic's most powerful model is enabling a new category of software where features are built from prompts, not code. Dan Shipper demonstrated this by creating a sophisticated iOS reading app in a week without touching a line of code.</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/u001.9ylDIu4nAQWGe8bSlkKOpL0cVrGi_FvqTmj3Y8Z5kGIUtbXcW8Le4E5A4BFnAZMFv2El16zpUxxhhgQYMtZ2XspL36T1urV0amNWeYfqrqGW4vO65hNQBux2yJThpZvo1ktNuOgT4VsLoeJV9kcK845wA6Gp4WA7YQIgqttvP-JssAhzL-paxiTfDUHM01hLCAGMAwARJNt9PeB6DQnfDml_VMugyuey1Susd0EgwlzRL5u0_wck2xiM8bAbANd2EI54pU0KgbjwD2JntboAwQ/4m6/D_yMb1HfTGCevDg-PYcjBg/h9/h001.SG1HvilLEiEuKN5SZh4kQQT1KMY3UWwvQuqycnq2m3E" target="_blank" rel="noopener noreferrer nofollow"><span><b>How to turn rambling 1:1s into actionable guidance:</b></span></a></span><span style=""> Great managers can drift into storytelling mode, leaving you with mixed signals. Ex-Apple engineering director shares a fix: prep your priorities, visibly capture decisions in real-time, and document the meeting immediately after.</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:455px;"><img src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8f671e1c-5a35-4d70-a411-f7820b5f5242/image__52_.jpg?t=1764932718" alt="" height="auto" width="455" style="display:block;width:100%;" border="0"/></td></tr><tr><td align="left" valign="top" class="t" style="width:455px; 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>MRR Stories: </b></span><span style="">This X user </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L20fP4xFNoxseO6LKHjoDrKYeKxE7mOpanhQS0JNeYETUmDA1u-ZBQp5AYFhRfZ629yBqEEh1Oc_aWqTrlvhJWAlcL80HtH-h2x-MG7Qet77UCp4ZSeWyZealDzx8jZ_WAd3oOVigXJmDqCTFc9gg8gpe4CsjnxoACMYAXQwAihslm6_No-AzhFnL4KWkHzrzy-Y2Wu5MkkzoiNBq7-PErJv9jQUnzWcOhpyJ23FnETd2EfqsCjkLfpe8TW39EAVWodnF6G0YPuqbIFS8AOiaZg/4m6/D_yMb1HfTGCevDg-PYcjBg/h10/h001.bXp8y6ao2NRNdzBvtFVUSX90qu5hdnjwXlLk1cJjIIU" target="_blank" rel="noopener noreferrer nofollow"><span>reverse-engineered</span></a></span><span style=""> 8 apps that reached $50K MRR in under 180 days and explained the common pattern behind all of them.</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>Building MVP:</b></span><span style=""> This X user </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0UqbNQhZGVedgtMVwxvS3eTXtMa5gRuDqTOeKa1wqtRTqLW7TkIz-PK8MMsY5Jpc4W8r_fomPB6WnlKKNevcjOkOqUm6Lc9qUR2Je3tf9pxOA4NXS5vOhKHGbGOganGjRl7D-MUcgEktm8epjxzmGEHWtCxHkiPtoUAfkQxDHQBVpWbhQ_ZSDkSxu73XZFZqGfh3JZjnPMmB2GLvMd7hnQf41PblmV7VkPzXuJK5xQkS_UIa3c4yL3yxrGmwlh64A/4m6/D_yMb1HfTGCevDg-PYcjBg/h11/h001.uYSJasd-ZyH1IXS4wFw-8GWZZWszVlZROH9JOWLdLto" target="_blank" rel="noopener noreferrer nofollow"><span>shared</span></a></span><span style=""> a workflow to vibe-code your MVP the right way in under 24 hours.</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 Worries:</b></span><span style=""> A senior engineer from Cursor </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L0Y-VyxdwnT_lYro7TaHKtt22E0JIdwevjAUWCBfVfYd6Q_mfBqmDCnz6aXr31ST7ql_BaTrGWwpgtxzgRCxw9lcFfdQ5wP7Mu20cEIKhrYBjLwlDxuO-i_UQE6bkOwUyLnLSqF6LRPuHbnfHUSZTN-BPGR3eLxGDRoNVzyjAsbb2g8QrLXgQHpy_gnjPqq8Zhh5528dDU0Te_8eqNLksu72dYYodHWUXicZsChiZ30H_cvqmlWs9q2gOGjjPLcmQQ/4m6/D_yMb1HfTGCevDg-PYcjBg/h12/h001.xr54j_JB69sNNQwN7BQ9fCVYSd9hra_Ze7ZqEQVjGLU" target="_blank" rel="noopener noreferrer nofollow"><span>shared</span></a></span><span style=""> two of his biggest worries about coding with AI (and it’s not about losing jobs).</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>3D Gemini:</b></span><span style=""> This X user </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9L_UIOx5ojC-2Xit_i4qYY2o0Wg7df1RQcT_4xl4V0leYokJ2C_RoqhHS1rhFippHsO9yjF1gblUX1wWq8eC8_TyLc7JH_1WRscXGTUEkbxR5h-IBxO3-ySVCxEmFi_a1Xa4DbW1IbUvJKTNZdW_zQdVUybaTBxXWKC0yoQqwD6KaP2M4Ip9ubW3GxcAmgndh18SYBcHMaL0VJuygYJKUQLZiF5hpSwiMORakTu6I5fRhZlLj9X5Nl2Rtd3u5iqCzYA/4m6/D_yMb1HfTGCevDg-PYcjBg/h13/h001.3nsGdBKQ57BpFHcZuO7BxQQUAaXUCuuHqrJmT4PLS3A" target="_blank" rel="noopener noreferrer nofollow"><span>showed</span></a></span><span style=""> how Gemini 3 can generate interactive 3D scenes where you can literally move particles with your hands.</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="">Google launched Workspace Studio, enabling no-code agents that automate tasks across Gmail, Docs, and Sheets.</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="">Amazon </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.tgWOPLtqyPb9_0gOXDT9LzMrkjRa8oWLQhDFBF9pRTBZPekuE5SbgJBAfeEV5dNNq_pQ8Q2L1Lp2KBIkxJUkCpF32AfE6_yPsowcnRzb0pnCwneEBo9Qt2akGvHQi5T9EQusxp-US-kSTCAX8hkJ7kx97Q-MhkMriNcTiWCMOb8v9ulztKM3Of8fuVY3QnF8NGJ6VUC6zhFXaulVdkWsBVHiCOj_Z_RBvbjIu62vbd__-Xv9WlQpyB0dR2GuEmt0nY_IA20CPmfmNrXMtIQLag/4m6/D_yMb1HfTGCevDg-PYcjBg/h14/h001.GCbt3u_LUhtsZ6rgnqxM8RIE1IHb11yulBBcNG3YsL0" target="_blank" rel="noopener noreferrer nofollow"><span>unveiled</span></a></span><span style=""> 3 AI agents and new Nova models.</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 Colab </span><span style=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx18_k52Tt4tbYRKr0AiMjIrVfZkJSc8AkmhhCwDKw_IfQ5bokxgypmWRr_YvPmcfPLBVPjtlVk66ZmOx54kvjVPmZJfMD8R72CA5JRQE18BB9fpRSeBBcCjZCT8CtJQYxZSlNS_kW03cEVRnO3-XOxZVxK03-u8fBodWeStlg9qPB9ZGwUaHhG0cghysV0U20u3uUSPCprLfcDyr9r5OWgrsAzxWiOfYlKWK3Du9cudkOsAc6UueWce8AFt1xA28Yrnw/4m6/D_yMb1HfTGCevDg-PYcjBg/h15/h001.xPBc_GU9MFiKvdINbVS51ymB-LYN9Chk-7t3arzJ9Vk" target="_blank" rel="noopener noreferrer nofollow"><span>expands</span></a></span><span style=""> availability to Antigravity, Cursor, and Windsurf through the Open VSX Registry.</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_5VEepnkJ2XyRjDAXS4WFC8hesQ0fr4vsSya0q1aoMoFi9b6LztGfltGvfQh3i6O9nqEt7wR2CcpTwY4Mp4uzXJCpRbohPp5BYH2aXRy5GFGYsx7edoESeLi3UCxLJglt8ADO5yg8XTF7tJI6i7zK80xHvOs1ZxD0-NszoqYkEy28OwyNJUs8DnYHgn9SHOcv5-8Vd26qHo9atySM9FcpQjGghtHK1_E9ipXWCMB1lDdtwDEPEqhApgIRbYmQd/4m6/D_yMb1HfTGCevDg-PYcjBg/h16/h001.Oik53oYLtdGjTRPkhfy7ogh6L6DRj9QJgqNWvDtPKsY" 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/a707b56b-71cf-4739-b234-a0baaee81913/Untitled_design__31_.jpg?t=1764930857" 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 watch the Cursor 2.0 tutorial</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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.WM_5VEepnkJ2XyRjDAXS4WFC8hesQ0fr4vsSya0q1aoMoFi9b6LztGfltGvfQh3i6O9nqEt7wR2CcpTwY4Mp4uzXJCpRbohPp5BYH2aXRy5GFGYsx7edoESeLi3UCxLJglt8ADO5yg8XTF7tJI6i7zK80xHvOs1ZxD0-NszoqYkEy28OwyNJUs8DnYHgn9SHCfhgsbZ4aPivhU1Updx29HNm0fgtdIXZeM--U1Rn7HPK-cHqHXsnyC10fODaHev2/4m6/D_yMb1HfTGCevDg-PYcjBg/h17/h001.0wd6b7syzzqQiBB1Qnrcm5HVLgZ9dyIng0gs2HvV7gw" target="_blank" rel="noopener noreferrer nofollow"><span><b>Ultimate Cursor 2.0 tutorial:</b></span></a></span><span style=""><b> </b></span><span style="">In this tutorial, you'll learn about building a full-stack Meme Generator using Cursor 2.0. The guide covers using concurrent agents, integrating Instant DB for real-time authentication, and deploying your final app to Vercel.</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.WM_5VEepnkJ2XyRjDAXS4Yvs-tmVqMoyI6udlKlYDTAKU2yL0xUl1ve5e40sI0ySXTqIJPSu0Ft-5ZWyOBF_lmjL-xoerlApD9gVf334PwqXGITIBbLygxLWQNgTtZ1NMACNNF3i8E4DfBmXdzJxsYyZ_uI-JY4lKnTEZVlL1rENOr_gHgZWiRGj2jjN2wY-50OyFwvzFdj5TDI-X_G4UtVnf0ENtAr6vydqYDCYFs2MwyeRMvU1inLdIM62q_0S/4m6/D_yMb1HfTGCevDg-PYcjBg/h18/h001.3B5Aeuuhb6_HV8ZkjjVRaT0YIG2_hMgH8uNdQXmg3hw" target="_blank" rel="noopener noreferrer nofollow"><span>Building AI Agents in Python (beginner course):</span></a></b></span><span style=""> In this tutorial, you'll learn about building AI systems without bloated frameworks. Dave Ebbelaar shows how to use pure Python to master core patterns like Prompt Chaining, Routing, and Parallelization. </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.WM_5VEepnkJ2XyRjDAXS4Rbn-F7DvU04tCMRLMON4K9evcwB7S4Or3prR1tAO9qnDneUkRLggxldPcjaupZ25oPFIRzLXkk4Wydbn-Sb-xj3qmoxNNqT15CezAxCCzJaWruqTUdMXGg_9_OAGIA9LHpx70Y4HXKdMZkIdFvES5Rk3X51SW9BmdJ8_NmkpGj1523qD82upjg5nPodkr4C3dGrPq2lL-0MbUC-hPR-T360iuM7Rkwrjb4foWZW9pd5/4m6/D_yMb1HfTGCevDg-PYcjBg/h19/h001.KC0pHgQ0ZSW5isVdZsj2qao_FZ-LSXQnOwvC-cCgmVs" target="_blank" rel="noopener noreferrer nofollow"><span>How to contribute to open source AI with zero experience:</span></a></b></span><span style=""> In this podcast, you'll learn about contributing to open-source AI without a technical background. Dan Advantage shares how he mastered PufferLib by building custom reinforcement learning environments, showing that real competence comes from building "janky" experiments first.</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=""><b><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.yBywWjiZ7oCsTrXLmaNhkpCuaon-guZUYNdVM8ppzldCuDMnsB0WZAjs9S_I9jYgTxtv97ah82JtOmcAjkuDj8wm4k2gIxOjRw6VpqnFvOvecc7yOAW0D01D30ktn2ykqXJnlGre_GvtyVJGpJuDSU6wX1AKMyALA8_7fgkLKSL8eTSRmOOF0Xvj55KL9m0F3i_IP552VPY1Wd5k4pysNr6B9yV6WzKoYeawerNnyhnBNiSKUf0iL56_EhlpLm6H/4m6/D_yMb1HfTGCevDg-PYcjBg/h20/h001.Nahqc7Co2DT2tfRgYVMewihF2i_negfAyTyLOISelIw" target="_blank" rel="noopener noreferrer nofollow"><span>Agents:</span></a></b></span><span style=""> This is a repo of comprehensive production-ready systems combining 85 specialized AI agents, 15 multi-agent workflow orchestrators, 47 agent skills, and 44 development tools organized into 63 focused, single-purpose plugins for Claude Code. </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.yBywWjiZ7oCsTrXLmaNhksbQsGlM4HRqOwfGA6UMsAcd1qSs2b6JMn7FMc-j3ZiDrqLZftLGHVfiTyUACpGMQm4t_q6ycrh-4oLd9uRitGuMldZ_KzMnEYo4fWnPN1w3HnW7SDpKqruuCW2iWCIGSkzWPr4xM2SO50pApSnZxZ250FGayFvizZq3DaCImTAtUF3A3_BTLCjDkVYlo0pI-nZvI3AxV1y5IVMj3UN_O7L9Re0Bszt5u5YSBiOzN58j_AW29WTNrHo6XN16jUzP1w/4m6/D_yMb1HfTGCevDg-PYcjBg/h21/h001.lrExJ9FjaTtqSZAqIqHHAad7u-IR1CU4B4-cu4Ai5ak" target="_blank" rel="noopener noreferrer nofollow"><span>ML-For-Beginners:</span></a></b></span><span style=""> This is Microsoft’s ultimate repo to learn machine learning in 12 weeks. It contains 26 lessons and 52 quizzes.</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.yBywWjiZ7oCsTrXLmaNhknX34RDs3JJKYVox7Y-8pOsOLm9oMJUrxoXDMyLTe6BlW-eatp-iIjmzplUHQKEI5DHtqrjUhk1sEhlx9COA1HzQVG408BTqf9xos6qzVJ9pBlCjJD6bVkXE2n8nDTjuaknnlnmOcOf8h7FdrzElpiw_paQb9XecWEo37751Ah_zaG-YTFUrbjxQI-mBwDG40GGtzRdCRWEqppgWYgOceiFAfRIitn5-0V7zN8MicSVTBC4AW2RIlX2kMjrqatgZvQ/4m6/D_yMb1HfTGCevDg-PYcjBg/h22/h001.KCQsySOYt1ANIggGQRgtqJYHlVK0QOiuDP-Lno_qDB8" target="_blank" rel="noopener noreferrer nofollow"><span>ComfyUI:</span></a></span><span style=""> This repo lets you design and execute advanced stable diffusion pipelines using a graph/nodes/flowchart based interface. </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=""><a class="link" href="https://link.mail.beehiiv.com/ss/c/u001.wZN1XY49ssmkxVgHdsx183UNH4UTy36RoFEzZc0N1g9oh-gRFPPFY8cjyWbRmGRKWosoyaid_zpNfyvIJyM221nZEeYtagzvnjo3NEEP-9sjlHad8dEpLQ4tMFA3_tM6-f5ED4Pn2UcvT1rC5drXxglNA5GhiRwymYENLpr0Ydqecq2B7DH75DBbCddbk3ch9iWTpM1nSxjhvt3kjuNDeJtPAU9a25uorhPyMdDiTMJggPpl8UjcoDTD_5WnsLjbc4RrZwOA_wBWIdsxfdKHQ0VSXm0TIoAWaWtvoi13YyugDsbFEDrSe4agS3i-aMbX/4m6/D_yMb1HfTGCevDg-PYcjBg/h23/h001.7FKwkVazVQ9yUc3aGFzh1WkAtRnbrQtqQgDX2aMch-o" target="_blank" rel="noopener noreferrer nofollow"><span><b>Training LLMs for honesty via confessions:</b></span></a></span><span style=""> This paper discusses how AI models often hide mistakes or deceive users to maximize their training rewards. The study reveals that training models to provide a separate "confession" significantly improves honesty, allowing them to admit misconduct even after cheating on a task.</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.NH9KF4GoWlrG6bVA-B2EJei6jJSJcTKGj70NBMEhmaIaao2PSLdICRtgoomuTSTZfXqnZQPXJOGpGmPm1mbBu9sec4TgT-MgO-r3fM25-6KGZDPYqnnVog8sszX-ZQ3lOQdmpk9xpfpBL3njOGOHrqLxNCqpfc0NTomOI2Ajoug8THhlX2DKqGD_U1KVEse5tXw5pptWvaZO3knQNwp5njgk5sfuELiZs3K5jBw61jzx_MdYoqg20Nu4g-BjgDZU/4m6/D_yMb1HfTGCevDg-PYcjBg/h24/h001.1lFEn33Y4LWzsZ8RbxyWZ_v4vzitzFDgbD8h74jC2iw" target="_blank" rel="noopener noreferrer nofollow"><span><b>PaperDebugger:</b></span></a></span><span style=""> This paper discusses the limitations of using external AI tools for academic writing. It introduces PaperDebugger, a system that integrates multiple AI agents directly into editors like Overleaf, allowing them to critique, rewrite, and fix documents without ever leaving the page.</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.AtRzLqL3EQmRcf6rV4Xqugsxk5V2-7a1fp7Xt46Bv7SISS_QgHTeEoihl1uRBwqVuoi1SnVLaD7lqHN-SVRAe3mPNgFmn0QDufKEdG0gX8xdUBjcV7LqTr01wgTeay83dAhSn_REbZGXPZ-cLhNHx5WMD20wfb-sA7c1Qhh5hBsN0fnx2LbCk2vH9oHgkuIo6gaMwseqQycZ2viQJ8ey_jPR4zkaWYDzkl7DYUiMUyENJyCcAppZaAyuzqxK9b-ueev6PTs8w1c6LS4ytyb5uiSGepyIfPqIIzi6GIFFAfk/4m6/D_yMb1HfTGCevDg-PYcjBg/h25/h001.sEys9xl8SxVz7rn_ruetiY8wTyHv1usYfVKF6oqN8BE" target="_blank" rel="noopener noreferrer nofollow"><span>Anthropic Interviewer:</span></a></span><span style=""> This paper discusses Anthropic’s research using an AI interviewer to talk to 1,250 professionals. It finds that while people love the productivity boost, they are still very worried about social stigma and their future job security.</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_QrQH275wsfnHYc20IjdipbMVkgv7Z04bVQqizZiDqi62tFlLymGvtWTHLnogxg0vv2a4KFBHSMM62vue3nYzvZTyN1_3dRLzh-kUL9Yez6e6si9Ah2H1d0Fg2ybeTJ6gHx1kUB_b6lFtPSbaIGXPT-fxgZkuFoweyqQLyQ5GcUiLP3gThEEw/4m6/D_yMb1HfTGCevDg-PYcjBg/h26/h001.SXePqUu-FkDfvmJfUNYdnHoIGXMx6I4D0KxUfq9NA5s" 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-t0LCfWoN9nauNYUCWvqBjrf7eXLsEN60/4m6/D_yMb1HfTGCevDg-PYcjBg/h27/h001.zlvs0bzQp4yk5xFye1O1Aydr4l9WsfH6uVZAZ-uM-7E" 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/4m6/D_yMb1HfTGCevDg-PYcjBg/h28/h001.Kxwfcbu93agBfKswbtyjqBrHug73BCAXNH6zIu1-tQw" 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/4m6/D_yMb1HfTGCevDg-PYcjBg/h29/h001.6FVoX3mBRPXRk846EmgRJ2kRRxOEjXFr_5GJwhdWDGc" 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-W0iXrbrAM58ub9i1cevY3jG7xK5UcPDwnz6tsGkkjTmiKFcuJ05ZmBHGZ0D0BLYe7bZbQP6GH4vv7qj_PtFdi_1NwhU--nyW5cWSYVvm-rdASMCklZvfKMazIEdXHSYBCUf1oezEn1R2Rq7o7-uE3EWgEHi8wFm7a0LD3CNaKwVnZyrQWnmIby5tmy9fpsr9qk5HSEPuZF7KFsW31r1Rolz8Zvy2zqjsISWiQItNW2DD4anNGbFuSHvGCNpR-R47_99aN_NaDWb2NDeF0oMjWJVFHOyv0fd1N7lUQDSFOkSONzrVB5Tn_DfnS8cMjt0I8gcCCqRaxk0-MpRhjLccQAoGq1cXt4wQ52Au4BaKmEjS1fwmrM1l9HZpdb-5pn1Hb8-EXLrAkcHGa5jMtoJKgzoAILiyddRrtI6p1uW3SswEXMJ99ogQ2L7GoInrzx-ERpVsu0-rz8bXj5ItGcW9cl-9XTXqMtfk5K6X5NA4aMcbbsCHZ-H3dPpJZi7iwZ77l6EBUiIdt-5cQDOyKjXEqn2o-cY1Z21c0YWdAaLDPIR5wsL-Dw5NiRTiWY6v8eG-GLT2uU22jnC2HVXIPOhI6hufm6_1fPK0RKOuSWhjmc31z5NZMBXRtK0o2aEWo2HW8Jw40OYVHuaoIZWaPML7wRCFqXdggcOi2-ZoX3Dr48bsCRIPDpYexf8ExfT8xWczsASE6sqxjOucASTFzmCS6PH5iyXf0ougzk9qy1vIhXJGrloDDQvOMhGLVjdbiCW8HfJU9dnrktSe4ldQ0DI1nryFP3ui9IWMGvqHBUYhmzGfVtLeXF1G1o5Eb2c5bnBYzX-ZB53IquEvTCyn2cqKAl07Ere4OA0MJZ72DgxgDUQ_d2Co55sek5lhkBDPYsEoQqCZ2CU8E6MNetgq-CnLwFHHnada2-Xcg4FWU-fioVy3OFT_ycJhThPa_gdwzOfnMA4WHRyQ0/4m6/D_yMb1HfTGCevDg-PYcjBg/h30/h001.HG38SMWcTbubiHhR_L7zvTzYXuFv8drZkr4h4ZzjZYw"><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_h9ck9FHbNLDRUjCIH7C9dYloCqIQv0JlEa4WGuIRJp5lXBe2EC2NtCdJqKaFSE49TPZ0Ib1qOE64RsBRSI_D4axhwZ9XwTEzwStyQwIESGGqadhjNSnvqfDWpEGScTq-xy9Sih6R-A-NeXj7jwQxRkjkN7GCTMgifHcz8XRC0hHOx_RnLuyrMxpLdjxf6r-1NH5wr0gI3U_JA61kePncLQA9Qq5asYrr-RWJiLo3mdvfhuqxi6gbYRqvwQpdFod7Eok1zoV_6wWt-oCOpzcoRpte0Pnm6Rhu-ibenggKbXDRFs7_OuMsF78BVV3ObnmKtJJD1-H7Dvuz7eunY8gtpXGep9lEyhV1Yu684GMgsUsskf2V5ncxwFFUa16xGbzPIAi4sUd9lDkNy5hbxsIptvrZx20of6ucqLhvRmFiWtdIrdGJtODqb9A7j9i0fXIMN32a5PViRPIMouK8Xu378lXtGH8NBhO63Y3KVciTvxPNMUb3KkTYlFmYXfMFD1Hwylubb7Jl3URC8emGu7OQrVebc1Arc2gT07-OSCkFvIxtScdK88IiuWfroK7NzxH_NnpiZUY0J4E64iOBBK-i940KRF_L6h6LbjDgCB84zxYZ1MqREIT3OBAMN4D-SJYweA9lX3ulTBDWIxuRME3m1XshrHhhWB5iChdNZ_UAmmgg50v3orpzkkh6hBlYEWFaF2WFPSHXW6su-lHlMFFyiwfXu6yukFIjAGCjV_dHcPGCricTgOVCDhRrZfmdqlR_Jov-Vgq2VjpgMXxKsYTQWgRhOCOpYtkc6Q_V6COV-Xw8xRME5QpklfwHAXhHuwK33pqM1Oj9pXaJYWBwTmxtZFIoWn_OIi9TSX5vsCD07K0euS3odsb1iRYWJJkOkZhavpkr1kpnkQ/4m6/D_yMb1HfTGCevDg-PYcjBg/h31/h001.2jg_All07Q1bVy34SUkzPZTldjgYXZZ5j7jqTwgDgDk"><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_s6AftXBC3OfCry1RhANvCwTkBdIMdGj8Cxa18WuBYyLhr8_zSDWG4DBBWhSY8m48EQ1SwHCLDrSHt_hDcpZvzHZTC439JZtnIOJ5s_azFX7WR3V40u6gRwAwPtCHvSDd4ZtRWY2b5Be7CoCYT4EWuQDkUI9kfsd-WgslHPLtLGWpRJD9vZjBzxz4vhM4KVYoh8RGxaLJHcPwm8m5thPHeqtV5DF8j9uv_qs7Ry76ibDBrzVvbL5a0HD1Yb9HupmJaXEYcRELKAIN869RQFeXJ8-QnedxDu0iT88hQkcpg27026HIRs2RsMbdJ3uEWS_RnP7x4k3S_IrlbiAhNkr5_ESOpP6K8WN2whi6YF_hf-hZ4uOMhu5ZKNxhKzbwXUt4r3pD2yYe8tNXA72pWcSX0x12aHwaT8RnpYnvyE0zL4Bjl4BmNlPH-W5EoCn-5NREuQdFIMZv_EOYm2qfgbSPrZsQaT7C-LdPQorCf_s-cWiSgbZ_8ytqiVV2Ug-tFofZ442cluuVOJMgZ0Nw0IYXufPGm4pxZ2sqlUh0JZ6aL7uF3MpAFgp12nflDX77fyFpIx528e59jEpKr3MkR0BjPsqApGsV5ZQ-zORezso25r5b9F8wuDXAiV_puxhN8sdEec9H3H_h2YfIXkWcGPU1IbQHlDauXXE-Uv539VEpLbBvXx-LvgH0yxWv34hK820BhoJ76VSB0xMofjRnPHg8qQR_PMtuFPMFESb5NEc41P1BcbcTnq9ObUjt_w7zhI63tuwnNtXe1uD8LgcvRJwv1lH8GC0j26VLFQ3uuYbxYzL2cIuTIGGEx-sTJ1wtwi5uLOhrQO-C7uTUsCDo-82IBRKszaIfkPPjAmt8QVY5QDPctV5zeN4s_ut0QrWdZt0KDcWycriHJ0_SjsgmbA/4m6/D_yMb1HfTGCevDg-PYcjBg/h32/h001.RccV3mAUmk7KS4RdEtkIq3wX4sentw_AlYL0x2DJj1s"><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-nulgEHsbvX5iRsq90hVuNTdF6_D2GqAyfPtFZRRnYt9nK1InuSeyNJ_Zx4S68vexXoexg4sAOoirSKjuRTpwZt281lKm-zJxn8iToWhA0tT7roUCcEKdcVFKmSzoAGk-f9vGeo_n_OVsQs6VTPLYGhUntlJy8INR7uotvdWH1jJCR873uTkIG1M-gyOJmM0J0qjiKFGnxHmqPJO0jfZGGnJiGn-4XZ1nO9UkWTi0lsq_7xL0iAMj7EpUp1lZvzeY2Giiya45SO12vua6yUnLNOXZlWlg_oST1-p_XeNuLQXahCI6rv2UyfMuYQYG9IXdrboobjC4VGQeyeEX3v2VxoM-08Twg7JN2OLUa0uNE5FTQiYgBVrPID0ZH5fRvCi01x4Sa7kBo_slAhBVL8wTA5tccPkjEnG_hV8s7c-RLF7wjQ3tHYgYl8Wq_pmlVpfL_8MnxFPdA2ElXxwKN9Fe99-TZ_F2Q5A8y2XbWjoFNqPVSDB6UUL2zlboMlrQZOnQrz41OBev_nuDRG1XYHdTBxvs4zG1izQR5O7ede2uqFWeskra-wTs9iwMzZStARwudsKLugqhhKKQFYQFJhpVWiPMh9PcNkioSnQZ1pLbNuKhb-wVa-_ke0jGufWwn4Jj53GJPUxPEFLMgVMiBWswf8dHEmsUmjBg8jOm6lQFYpuuEQ6movMKNUZUZL3js3-KETMjdwdAMHg2NoOsDhef5sfne7lw5v7Th7VffAexrCchtOka4GWK375M_vQx7NS5LxAWAD-oFnJaJ5MhQLZdXcjPi7-8IWjUjOD1E7-fRNIJ8CuhIutQKKeMZmXYn48bEATaJtq-xaLEZQJwrObJwWJmwqRCzg4h2o5sqlIte87sNNHJGs_eqshe_yrQNgmfbesKtp6z0RWoJ4m3VvyII5y9Q/4m6/D_yMb1HfTGCevDg-PYcjBg/h33/h001.iRrW1BRSj2TwMPsxbfJTRfNNzRVmq1HeONWMSu7R7HQ" 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/4m6/D_yMb1HfTGCevDg-PYcjBg/h34/h001.gpG8ZPLOWFJrtrgLxMEBdjR5K9uKeYe_qLLpId5jSQE' style="color: #030712 !important; 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