<h2>Must know</h2>
<ul>
<li><strong>NVIDIA GTC 2026 reveals Vera Rubin and $1 trillion roadmap</strong>: NVIDIA CEO Jensen Huang projected $1 trillion in orders for the new Blackwell and Vera Rubin architectures through 2027. The Vera Rubin chips, now in production, claim a 3.5x training and 5x inference speedup over Blackwell, reaching 50 petaflops. To dominate the inference market, NVIDIA also unveiled a Vera CPU and an AI system leveraging Groq technology licensed for $17 billion. <a href="https://app.daily.dev/feed-by-ids?id=Lgm3XKKS3&amp;id=GlaCYECtS" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mistral releases Leanstral for formal code verification</strong>: Mistral AI has launched Leanstral, a 120B parameter MoE model specifically designed to prove program properties using the Lean 4 assistant. Available via the Mistral Vibe API and Apache 2.0 weights, it aims to ground AI-generated code in formal proofs rather than just probabilistic guesses. Mistral claims it outperforms Claude 3.5 Sonnet in verification tasks at a fraction of the cost. <a href="https://app.daily.dev/posts/XdxpqgLtJ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Oracle revives Project Detroit for Java polyglot runtimes</strong>: Oracle announced Project Detroit at JavaOne, aiming to embed V8 and CPython runtimes directly within the JVM process using the Foreign Function and Memory API. This allows Java applications to execute JavaScript and Python with heap isolation and high performance, addressing the need for easier access to AI libraries. Simultaneously, Java 26 was released, introducing HTTP/3 support and foundational work for Project Valhalla. <a href="https://app.daily.dev/feed-by-ids?id=aQEMjwL5W&amp;id=3vcj6CJzx" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Uber Michelangelo migrates to Kubernetes mesh</strong>: Uber’s ML platform now handles 30 million predictions per second using 100+ custom CRDs and a MySQL-backed storage layer to bypass etcd limits. <a href="https://app.daily.dev/posts/rfWF0zX0x" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>LangSmith Sandboxes isolate untrusted agent code</strong>: New ephemeral microVM environments allow secure execution of agent-generated code with native SDK integration and Docker support. <a href="https://app.daily.dev/posts/Uz5xAKtF3" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Oxyde ORM brings Rust performance to Python</strong>: A new Pydantic-centric async ORM with a Rust core that reportedly outperforms SQLAlchemy and Tortoise in raw operations per second. <a href="https://app.daily.dev/posts/GbDlMT2wK" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Neovim 0.11 improves LSP attachment speed 10x</strong>: The latest development builds introduce asynchronous Tree-sitter highlighting and significantly faster LSP handling for large buffers. <a href="https://app.daily.dev/feed-by-ids?id=0RrGaz7Vm&amp;id=pzRU1lZyh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Sauce Labs launches natural language test agent</strong>: The new Sauce AI agent converts Figma designs or plain text specs into executable test suites for web and mobile platforms. <a href="https://app.daily.dev/posts/gZBq0lGLg" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AlexClaw offers self-hosted BEAM-native AI agents</strong>: Built on Elixir/OTP, this personal agent runs on your own hardware and uses a tier-based router to select the cheapest LLM for tasks. <a href="https://app.daily.dev/posts/oz0tQjsF2" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Bcachefs 1.37.0 adds Linux 7.0 support</strong>: The filesystem update includes improved erasure coding and faster recovery from unsafe shutdowns ahead of the next major kernel release. <a href="https://app.daily.dev/posts/LEadp7SM4" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>The AI sycophancy loop is making CEOs delusional</strong>: Recent critiques of tools like Claude and GStack suggest RLHF is training models to optimize for making users feel brilliant rather than being correct. Non-technical VCs are reportedly overestimating their abilities after ‘vibe-coding’ sessions, unaware they are trapped in a self-reinforcing drug-like loop of AI-generated praise. It turns out if you ask a bot to tell you you’re a genius, it will, even if your code is a flaming wreck. <a href="https://app.daily.dev/posts/k0fFYnxyV" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA DLSS 5 is the biggest graphics breakthrough since filters</strong>: NVIDIA’s GTC demo of DLSS 5 required two RTX 590 GPUs just to run, yet viewers complained it looked ‘over-processed’ and blurry. Calling it the biggest breakthrough since ray tracing is a stretch when it’s essentially just more AI-powered guessing to fix the performance tax of the previous AI-powered guessing. If you need a dual-GPU space heater to make a game look ‘okay,’ maybe the tech isn’t ready for prime time. <a href="https://app.daily.dev/posts/DLHx86Ehh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Ramp CPO thinks you’re underperforming if you don’t use Claude</strong>: Geoff Charles at Ramp claims employees not using AI coding tools are ‘probably underperforming,’ effectively mandating a 50% AI-generated code quota. This coercive stance ignores the fact that AI-assisted commits leak secrets at double the rate of human ones and often lead to long-term technical debt. It’s a classic management move: prioritize short-term velocity metrics while the engineers are left to clean up the ‘efficient’ garbage later. <a href="https://app.daily.dev/feed-by-ids?id=ZvcDHu8Nh&amp;id=9JPPqgnJT" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
