<h2>Must know</h2>
<ul>
<li><strong>Google releases gemini 3.1 pro preview</strong>: Google just dropped Gemini 3.1 Pro in public preview, touting it as their latest agentic coding and state-of-the-art reasoning model. It scored 77.1% on the ARC-AGI-2 benchmark, a significant jump from its predecessor, and leads most coding benchmarks. This model supports multimodal inputs and offers new features like a configurable thinking level, all while being cheaper than Anthropic’s Opus 4.6, according to various reports. <a href="https://app.daily.dev/posts/PjE6Xo1XG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agents are breaking internal API security</strong>: AI agents and Multi-Agent Communication Protocol (MCP) servers are making traditional internal API security models obsolete. A Microsoft Office bug allowed Copilot to bypass DLP policies, exposing confidential emails, demonstrating how AI agents operating deep within networks can exploit misconfigurations. This highlights the need for continuous discovery of MCP servers, adaptive governance, and intent-based behavioral monitoring, as discussed by Security Boulevard. <a href="https://app.daily.dev/posts/qF0IeN218" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI coding tools shift developer roles and introduce new risks</strong>: AI coding tools are transforming developer roles from writing code to reviewing and orchestrating AI agents, with 93% of developers now using AI assistants. While productivity gains are reported, AI-generated code can introduce subtle production bugs and ‘AI slop’ in open source, creating a significant review burden for maintainers. This shift necessitates new developer roles like Agent Orchestration Engineer and emphasizes the importance of engineering maturity for reliable AI application deployment. <a href="https://app.daily.dev/posts/037a5YIjx" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Rust participates in google summer of code 2026</strong>: The Rust Project is joining Google Summer of Code for the third consecutive year, offering project ideas and mentor support for students interested in contributing to the language. <a href="https://app.daily.dev/posts/FdD6cw6Ce" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MySQL governance under scrutiny by community</strong>: Over 248 database professionals are urging Oracle to transfer MySQL governance to an independent non-profit, citing declining commit activity, a shrinking contributor pool, and a lack of AI-era features. <a href="https://app.daily.dev/posts/GY7vcPtOu" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>FBI warns of surge in ATM jackpotting attacks</strong>: The FBI issued an alert about a surge in ATM jackpotting attacks, where criminals use malware like Ploutus to force cash dispensing, stealing over $20 million in 2025. <a href="https://app.daily.dev/posts/LFNwj8vdP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Link11 launches AI management dashboard for crawler traffic</strong>: Link11 released an AI Management Dashboard to give companies dedicated visibility and control over AI crawler traffic, allowing them to identify specific AI systems and enforce access policies. <a href="https://app.daily.dev/posts/zxo3wKZNk" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mirai raises $10M to boost on-device AI inference</strong>: Mirai, a new startup co-founded by Reface and Prisma veterans, secured $10M to develop an inference engine in Rust for Apple Silicon, claiming up to 37% faster on-device model generation. <a href="https://app.daily.dev/posts/EN0GXQWa8" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Vitest 3.x significantly outperforms jest 30 in benchmarks</strong>: Vitest 3.x shows dramatically faster cold starts and watch mode re-runs compared to Jest 30, along with lower memory usage, making it a strong contender for JavaScript testing frameworks. <a href="https://app.daily.dev/posts/60rKeST9w" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Epic games discontinues quixel mixer</strong>: Epic Games has officially ended development of Quixel Mixer, releasing a final unsupported version and encouraging users to explore alternative 3D texture painting programs. <a href="https://app.daily.dev/posts/YFmiwWeKv" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI agents are the new internal API security nightmare</strong>: Salt Security is here to tell us that AI agents and MCP servers have ‘broken the internal API walled garden.’ Apparently, your trusted internal network is now a free-for-all for AI agents bypassing DLP policies. Good thing Salt Security has a platform to sell you to fix this entirely new, totally unforeseen problem that definitely wasn’t just a misconfiguration waiting to happen. <a href="https://app.daily.dev/posts/qF0IeN218" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI will solve your supply chain failures, probably</strong>: Towards Data Science reports on an experiment where Claude Opus 4.6, connected via MCP, helped supply chain planners diagnose delivery failures. Because, you know, AI is totally going to fix all those messy human problems like misconfigured KPIs and communication breakdowns. Forget static dashboards; now we have AI agents to tell us what went wrong, which is definitely not just a more expensive way to get the same data. <a href="https://app.daily.dev/posts/gdtsbiLsr" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agents are the ‘first sane way’ to inspect AI agent decisions</strong>: @benhylak announced ‘Trajectory Explorer,’ a new tool for navigating AI agent traces, claiming it’s the ‘first sane way’ to inspect AI agent decisions. Because before this, we were all just blindly trusting our AI overlords, I guess. It’s always the ‘first sane way’ until the next ‘first sane way’ comes along. <a href="https://app.daily.dev/posts/AzPQg0qJn" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
