<h2>Must know</h2>
<ul>
<li><strong>Google releases Gemini 3.1 Pro with major performance boost</strong>: Google has launched Gemini 3.1 Pro in public preview, touting it as their most powerful agentic and coding model yet. It scored an impressive 77.1% on the ARC-AGI-2 benchmark, a significant leap from its predecessor, and features a 1 million token context window. This release positions Google competitively against other major AI players, offering multimodal inputs and a new configurable thinking level parameter, as reported by Hacker News. <a href="https://app.daily.dev/feed-by-ids?id=PjE6Xo1XG&amp;id=OAoASWpEK" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic’s Claude Code policy shift causes developer uproar</strong>: Anthropic updated its Claude Code documentation, restricting OAuth token usage from Pro/Max subscription accounts in third-party tools, sparking community backlash. While Anthropic claims it’s just a documentation cleanup, developers are concerned this signals the end of affordable flat-rate AI subscriptions for commercial development, pushing them towards more expensive API key authentication, as detailed in various developer forums. <a href="https://app.daily.dev/feed-by-ids?id=3lsZ5Vula&amp;id=FQxtQgg9R&amp;id=GYB8zPRsi" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MySQL community demands independent governance from Oracle</strong>: Over 248 database professionals, including engineers from major tech companies, have signed an open letter urging Oracle to transfer MySQL governance to an independent non-profit foundation. They cite declining commit activity, a shrinking contributor pool, lack of AI-era features, and an opaque roadmap as reasons for the move, highlighting growing fragmentation and the success of community-led projects like PostgreSQL. <a href="https://app.daily.dev/posts/GY7vcPtOu" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>AI agentic workflows reshape software development</strong>: Agentic AI is transforming software development, shifting from prompt-response to autonomous agents that plan and execute, with new roles emerging like Agent Orchestration Engineer and LLMOps Specialist. <a href="https://app.daily.dev/feed-by-ids?id=037a5YIjx&amp;id=4CjaWv3pP&amp;id=7XxAvY7Df&amp;id=Bl6akHr3q&amp;id=DqRWRtC6t&amp;id=F8eGl7g0G&amp;id=LCg5ueVO7&amp;id=SBASpAo7A&amp;id=UJqBwwcg1&amp;id=Uw1m3wdti" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New AI memory and agent management solutions emerge</strong>: Mengram launched an open-source AI memory API with semantic, episodic, and procedural memory types, while Reload introduced Epic, a platform providing shared long-term memory for AI coding agents. <a href="https://app.daily.dev/feed-by-ids?id=0tYkAozTe&amp;id=MQxvV1b9u" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI and robotics accelerate industrial adoption</strong>: Toyota is deploying Agility Robotics’ Digit humanoid robots in its RAV4 plant, and NVIDIA’s survey shows 90% of telecom respondents report AI increasing revenue and reducing costs, indicating a strong industrial push. <a href="https://app.daily.dev/feed-by-ids?id=WnnenuOfb&amp;id=p1OVwpWSR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI infrastructure demands drive massive energy projects</strong>: Cisco and NVIDIA are partnering on a Secure AI Factory, while SoftBank plans a $33 billion, 9.2 gigawatt natural gas power plant to meet the surging energy demands of AI data centers. <a href="https://app.daily.dev/feed-by-ids?id=IYsqAR4Cy&amp;id=VBQEBjah6" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI coding tools impact developer productivity and quality</strong>: Wix Engineering’s experiment found Claude Code significantly boosted output, but also highlighted an “AI Curse” where individual productivity outpaces organizational coordination, creating new bottlenecks. <a href="https://app.daily.dev/posts/qQhctEUPB" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New tools for AI agent control and data management</strong>: Callstack released <code>agent-device</code>, a CLI tool for AI agents to control iOS/Android devices, and BigQuery now supports autonomous embedding generation for easier semantic search. <a href="https://app.daily.dev/feed-by-ids?id=Ekfc0OFB7&amp;id=BhFMZ3Oac" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Apache Polaris graduates to top-level project</strong>: Apache Polaris, an open-source catalog for Iceberg and data lakehouse interoperability, graduated to a Top-Level Project under the Apache Software Foundation, signaling mature governance and momentum for open data standards. <a href="https://app.daily.dev/posts/ovRl52TUb" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI music generation: because who needs talent?</strong>: Google’s new Lyria 3 tool lets you generate 30-second music tracks with lyrics and cover art from a text prompt. Because apparently, the world was clamoring for more AI-generated elevator music. The Next Web article suggests this ‘normalizes’ the idea that anyone can ‘write’ a song, effectively devaluing actual human creativity. Good to know our future playlists will be filled with soulless algorithms. <a href="https://app.daily.dev/posts/i0kqmyYZc" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI slop: the new open-source plague</strong>: InfoWorld reports that AI-generated code is flooding open-source projects with low-quality pull requests, creating an ‘AI slop’ that overwhelms maintainers. So, while AI makes code production ‘nearly free and near-instant,’ the cost of review and maintenance remains unchanged. It’s like getting a free puppy, but then realizing you’re stuck with all the poop. And now, even open-source projects are getting slimed. <a href="https://app.daily.dev/posts/Ixa8rNXuv" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI security tools: because we need more dashboards</strong>: Link11 launched an AI Management Dashboard to give companies ‘dedicated visibility and control over AI crawler traffic.’ Because what we really need is another dashboard to tell us what AI is doing, rather than, you know, actually securing anything. The articles are, predictably, promotional announcements, framing this as a solution for AI traffic management. Just what every security team needs: more data to drown in. <a href="https://app.daily.dev/posts/zxo3wKZNk" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
