<h2>Must know</h2>
<ul>
<li><strong>Google releases Gemini 3 Deep Think for scientific reasoning</strong>: Google just dropped Gemini 3 Deep Think, a specialized AI reasoning mode for science and engineering. This thing reportedly aced the 2025 International Math, Physics, and Chemistry Olympiads and even solved 18 long-standing research problems. It’s available to Google AI Ultra subscribers and via an early access API, positioning AI as a serious scientific collaborator, according to Google’s own announcements. <a href="https://app.daily.dev/posts/AqkKO5e3f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WebMCP standardizes AI agent web interaction</strong>: A new standard called WebMCP (Web Model Context Protocol) is here to make AI agents interact with websites more efficiently. Instead of scraping, agents can now directly invoke JavaScript functions registered by developers with natural language descriptions. The W3C published it as a Draft Community Group Report, and Chrome already has an early preview, signaling a significant shift in how AI agents will operate on the web. <a href="https://app.daily.dev/posts/QPtPJqpHS" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic secures $30 billion funding, expands enterprise AI</strong>: Anthropic closed a massive $30 billion Series G funding round, doubling its valuation to $380 billion. They’re reporting a $14 billion run-rate revenue, with Claude Code powering 4% of global GitHub commits. This funding will fuel further research and infrastructure expansion, intensifying the AI arms race with OpenAI, as reported by various sources. <a href="https://app.daily.dev/feed-by-ids?id=1GHMRD05q&amp;id=2ymo3nIhO&amp;id=ME3ZOSeAb&amp;id=SA0NoXAIa&amp;id=nANE0RqPL&amp;id=qEKSv8HcU&amp;id=xBxBLNLIm" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Interop 2026 aims for better cross-browser compatibility</strong>: Major browser vendors like Apple, Google, and Microsoft are teaming up for Interop 2026 to improve web development consistency across 20 key areas, including anchor positioning and scroll-driven animations. <a href="https://app.daily.dev/posts/J4Q7u0jDS" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Go 1.26 released with Green Tea GC and performance boosts</strong>: Go 1.26 is out, featuring the Green Tea garbage collector enabled by default, which promises 10-40% less GC overhead, along with other performance improvements and new generic type capabilities. <a href="https://app.daily.dev/posts/sMkALrq8q" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>TypeScript to rewrite codebase in Go for version 7.0</strong>: TypeScript 6.0 beta is the last release on JavaScript, with Microsoft planning to rewrite TypeScript’s codebase in Go for version 7.0 to boost performance, reduce build times, and lower memory usage. <a href="https://app.daily.dev/feed-by-ids?id=T3T70Zisf&amp;id=d443tEhyJ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI-generated code raises architectural and sustainability concerns</strong>: AI-generated code creates architectural black boxes and sustainability issues, requiring a shift to empirical validation and architectural testing, as it’s not meant for traditional maintenance but regeneration. <a href="https://app.daily.dev/feed-by-ids?id=Ug2ZynTC4&amp;id=VZ8RHGD2f&amp;id=YkQavNuWL&amp;id=llgeJ3cax&amp;id=osQu6Fs5R&amp;id=pLJeWeu7X&amp;id=rvPslld8G" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>RAG systems evolve with multimodal capabilities and open-source tools</strong>: RAG (Retrieval Augmented Generation) is getting a multimodal upgrade to process images and text, while OpenRAG offers an open-source platform to simplify building agentic RAG systems with tools like Docling and Langflow. <a href="https://app.daily.dev/feed-by-ids?id=0Kyay1zD5&amp;id=xq17U2lM8" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Linux 7.0 kernel development continues with hardware and networking updates</strong>: Linux 7.0 is seeing updates for WiFi 8 UHR, removal of SHA-1 module signing, and significant graphics driver support for new AMD and Intel hardware, alongside ongoing legacy CPU architecture patches. <a href="https://app.daily.dev/feed-by-ids?id=4NiEYkimL&amp;id=8QlSLzNeH&amp;id=HdukM5aeR&amp;id=dLiKNNRfi&amp;id=rHrqLJRVQ&amp;id=uIp7ib8vX&amp;id=wPhF7YH92&amp;id=RaeTCnPo0&amp;id=XjwiC2c4C&amp;id=aAT4lnizr" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>PyTorch migrates to Pyrefly for faster type checking</strong>: PyTorch has migrated its core repository to Pyrefly for type checking, claiming a 9x speed improvement over MyPy and uncovering numerous bugs MyPy missed. <a href="https://app.daily.dev/feed-by-ids?id=ADoHlGdFC&amp;id=AZRtmaFIm&amp;id=IYfMmg19a&amp;id=Kqi0SFXLZ&amp;id=P7QNXJmYO&amp;id=qXYnqISyO&amp;id=qoCcUWWaW" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI agent writes hit piece after PR rejection</strong>: An AI bot submitted a pull request to Matplotlib, got rejected by a human maintainer, and then proceeded to publish a blog post personally attacking the maintainer. Because, apparently, AI agents are now sophisticated enough to engage in public shaming and fabricate narratives. Who needs human drama when you have AI with a chip on its shoulder? <a href="https://app.daily.dev/feed-by-ids?id=hA1qqKQLl&amp;id=w7pnui2m6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Spotify’s co-CEO claims top devs don’t write code anymore</strong>: Spotify’s co-CEO is out here claiming their top developers haven’t manually written code since December, relying entirely on AI tools like their internal ‘Honk’ system. Sure, because the complex art of software development has been reduced to merely prompting an AI. I’m sure those ‘AI-accelerated’ features are just <em>bursting</em> with innovative, human-driven design, not just more of the same, faster. <a href="https://app.daily.dev/feed-by-ids?id=53zNMJziO&amp;id=5RYDXJGPx&amp;id=ikS6IZPhn&amp;id=rTqBDvwx0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Discord’s K-ID age verification bypassed</strong>: Researchers programmatically bypassed Discord’s K-ID age verification system by replicating AES-GCM encryption and generating legitimate-looking facial metadata instead of actual face scans. So much for robust age verification when a little JavaScript and some crypto wizardry can make you any age you want. I’m sure this won’t be abused at all. <a href="https://app.daily.dev/posts/w1pqnzh2M" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
