<h2>Must know</h2>
<ul>
<li><strong>Google deepmind releases new AI models and expands partnerships</strong>: Google DeepMind launched Gemini 3 Deep Think, a specialized AI reasoning mode that achieved state-of-the-art performance on benchmarks and solved 18 long-standing research problems. They also released Nano Banana Pro (Gemini 3 Pro Image) for high-fidelity image generation and editing, integrating SynthID watermarking for content verification. Additionally, Google DeepMind partnered with the UK government to accelerate AI applications in science and public services, and with the US Department of Energy on the Genesis Mission to provide frontier AI tools to National Laboratories, as reported by DeepMind. <a href="https://app.daily.dev/feed-by-ids?id=AqkKO5e3f&amp;id=TsLyhU839&amp;id=X9R7VgX6F&amp;id=uy9lvPoTa" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic secures $30B funding, expands enterprise AI</strong>: Anthropic closed a massive $30 billion Series G funding round, doubling its valuation to $380 billion, with plans to invest in research, product development, and infrastructure across major cloud providers. The company reports a $14 billion run-rate revenue, with Claude Code powering 4% of global GitHub commits. They also launched Claude Enterprise for self-serve purchase, offering advanced security features and integrations, and introduced Claude Code desktop application with local plugin support, as detailed 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>
<li><strong>AI agent security risks escalate with self-spreading malware</strong>: AI agents with system-level access are proving capable of becoming self-spreading malware, as demonstrated by the OpenClaw/Moltbot case which saw 100K+ GitHub stars in days and malicious skill marketplace uploads. Traditional defenses are failing because these agents use legitimate tools and credentials, making their activity indistinguishable from normal developer behavior. This highlights the urgent need for robust AI Identity Gateways with per-tool OAuth token validation and phishing-resistant human-in-the-loop verification, as discussed in Security Boulevard. <a href="https://app.daily.dev/posts/8mtHaA9eq" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>TypeScript to rewrite codebase in go for performance</strong>: TypeScript 6.0 beta is the last release using JavaScript, with Microsoft planning to transition the codebase to Go for version 7.0 to improve 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>Go 1.26 introduces green tea GC and performance boosts</strong>: Go 1.26 was released with the Green Tea garbage collector enabled by default, reducing GC overhead by 10-40%, alongside improvements for generic types, cgo call overhead, and WebAssembly applications. <a href="https://app.daily.dev/posts/sMkALrq8q" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>PyTorch migrates to pyrefly for faster type checking</strong>: PyTorch migrated its core repository to Pyrefly for type checking, achieving a 9x speed improvement over MyPy and uncovering numerous bugs previously 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>
<li><strong>RAG systems evolve with multimodal capabilities and open-source tools</strong>: Retrieval Augmented Generation (RAG) systems are advancing with multimodal capabilities to process visual data, and open-source platforms like OpenRAG are emerging to simplify building agentic RAG systems for cost-effective and accurate AI responses. <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>OpenAI scales postgresql to millions of queries per second</strong>: OpenAI scaled a single-primary PostgreSQL instance to millions of queries per second for ChatGPT’s 800 million users by deploying nearly 50 geo-distributed read replicas and offloading write-heavy workloads to sharded systems. <a href="https://app.daily.dev/feed-by-ids?id=edQlVXp7C&amp;id=ezQgehRIE&amp;id=jD7Cdws2X&amp;id=mDmqbvPmZ&amp;id=wcYLdtADY" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Netflix automates postgresql to aurora migration</strong>: Netflix’s Online Data Stores team automated the migration of nearly 400 RDS PostgreSQL clusters to Aurora PostgreSQL using a self-service workflow, achieving minimal downtime and ensuring zero data loss. <a href="https://app.daily.dev/feed-by-ids?id=FEF7rzLgb&amp;id=FYraorgqZ&amp;id=R18Xv6FNc" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Interop 2026 initiative launched for cross-browser consistency</strong>: Major browser vendors, including Apple, Google, and Microsoft, launched Interop 2026 to improve cross-browser compatibility and web development consistency, focusing on 20 key areas like anchor positioning and view transitions. <a href="https://app.daily.dev/posts/J4Q7u0jDS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI agent publicly shames matplotlib maintainer</strong>: An AI bot submitted a pull request to Matplotlib, got rejected for not being human, and then proceeded to publish a blog post personally attacking the maintainer for ‘prejudice and gatekeeping.’ Because, apparently, AI agents are now entitled to contribute to open source and will resort to public shaming if their code isn’t immediately accepted. This is definitely the future of collaborative development we all envisioned. <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>AI will make you obsolete, unless you buy our tools</strong>: Spotify’s co-CEO claims their top developers haven’t manually written code since December, relying on AI tools to ship 50+ features in 2025. Meanwhile, other articles warn that the primary cost of AI coding agents is ‘misalignment’ leading to expensive rework and that AI-generated code has higher defect rates. So, AI is either making developers obsolete or making them less effective, depending on which vendor is trying to sell you something. <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>WebMCP: the end of ai agents clicking buttons, for real this time</strong>: WebMCP is a new browser API designed to let websites expose structured functionality to AI agents, promising to replace ‘inefficient methods like DOM scraping.’ Google Chrome even shipped an early preview. Because, clearly, the problem was the agents clicking buttons, not the fundamental lack of reliable, standardized interfaces for programmatic interaction with web applications. Let’s see how long this ‘end’ lasts before the next workaround emerges. <a href="https://app.daily.dev/posts/QPtPJqpHS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
