<h2>Must know</h2>
<ul>
<li><strong>Google rolls out gemini 3.1 pro in public preview</strong>: Google just dropped Gemini 3.1 Pro, their latest agentic and coding model, now in public preview. It boasts a massive 1 million token context window and scored 77.1% on the ARC-AGI-2 benchmark, a huge leap from its predecessor. This model is available across a ton of platforms, including GitHub Copilot, Google AI Studio, and Vertex AI, and is priced competitively against rivals like Anthropic’s Opus 4.6. <a href="https://app.daily.dev/posts/PjE6Xo1XG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MySQL governance under oracle challenged by community</strong>: Over 248 database professionals, including folks from Percona and MariaDB, have signed an open letter urging Oracle to hand over MySQL governance to an independent non-profit. They’re concerned about declining commit activity, a shrinking contributor base, and MySQL’s lack of AI-era features. The community points to PostgreSQL’s success with community-led governance as a model, but analysts are skeptical Oracle will give up control easily. <a href="https://app.daily.dev/posts/GY7vcPtOu" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anthropic claude code policy shift causes developer backlash</strong>: Anthropic updated its Claude Code documentation, restricting OAuth token usage from Pro/Max accounts in third-party tools, which has caused a stir among developers. While Anthropic claims it’s just a documentation cleanup, actions like sending a cease-and-desist to OpenClaw suggest a shift. This move signals that the era of affordable flat-rate AI subscriptions for commercial development might be ending, pushing developers towards paid API keys for building products. <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>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>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 raised $2.275 million for 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’s impact on software development workflows and quality</strong>: AI-assisted coding is reshaping developer workflows, with TypeScript gaining traction due to AI tools, and dual-agent approaches like <code>ralph-lisa-loop</code> emerging to address single AI agent limitations, though human judgment remains crucial. <a href="https://app.daily.dev/feed-by-ids?id=2LocixQWJ&amp;id=Gzw0VkhBv&amp;id=IHGn3gHuu&amp;id=IR0A3b0XK&amp;id=SEDqLFz7t&amp;id=Tw5ITz4bj&amp;id=VadEPVBil&amp;id=XlyWxUnez" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agent and model updates across github, heroku, and aws</strong>: GitHub Copilot now integrates code referencing, Heroku added new AI models and deprecated older ones, and AWS Aurora DSQL integrates with Kiro powers and AI agent skills for AI-assisted development. <a href="https://app.daily.dev/feed-by-ids?id=kcB1LfSD2&amp;id=lOJYvaow4&amp;id=rsFWrvtAL&amp;id=vDLyK99UX" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI infrastructure development and energy demands</strong>: Cisco and NVIDIA launched the Secure AI Factory, a modular architecture for AI compute, networking, storage, and security, while SoftBank plans a massive 9.2 gigawatt natural gas power plant to meet surging AI data center energy demands. <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>Redwood materials expands energy storage for AI data centers</strong>: Redwood Materials, backed by Google and Nvidia, is rapidly expanding its energy storage business unit, repurposing EV batteries to meet the surging power demands of AI data centers, which face 5+ year grid connection wait times. <a href="https://app.daily.dev/posts/1mD3jO5pQ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WinterTC: write once, run anywhere for real this time</strong>: WinterTC (Ecma TC55) is standardizing JavaScript runtime APIs across Node, Deno, Bun, and serverless platforms, finally delivering on isomorphic JavaScript by making the browser the baseline for consistent code execution. <a href="https://app.daily.dev/posts/hSdXmiGXO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Node weekly issue 612: february 19, 2026</strong>: Cloudflare, Igalia, and the Node project collaborated on <code>node-caged</code>, a Docker image with V8 pointer compression that can halve Node.js memory usage, while npm v11.10.0 and BrowserPod 1.0 also launched. <a href="https://app.daily.dev/posts/Mm7b9KCfF" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Wix engineering’s ai productivity experiment findings</strong>: Wix Engineering ran a 5-week experiment on AI coding tools, finding that while developers <em>felt</em> more productive with Cursor, actual measurable gains were negligible. Claude Code showed significant output increases, but only after developers stopped micromanaging it. So, the ‘AI Curse’ is real: individual productivity explodes, but then organizational coordination and review processes become the new bottlenecks. Who knew AI couldn’t fix bad processes? <a href="https://app.daily.dev/posts/qQhctEUPB" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI’s text-trap: moving towards a more interactive future</strong>: Apparently, text-only AI assistants are going to commoditize all our carefully crafted SaaS products by stripping away the ‘user experience.’ The solution? More ‘Rich Output,’ ‘UI as Input,’ and ‘Co-creation’ modes. Because, you know, rendering UI components instead of text blocks is totally going to save us from the generic mediocrity of generative UI. It’s almost like they’re saying we should actually design good interfaces, even with AI. <a href="https://app.daily.dev/posts/Nz3KEZcnf" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Don’t use next.js if you’re building for the long term</strong>: Someone out there is bravely telling us not to use Next.js for long-term projects because of ‘upgrade churn,’ ‘tight coupling to Vercel,’ and ‘implicit behavior traps.’ Imagine that: a framework that evolves and ties into an ecosystem. The horror! Clearly, we should all be building everything in vanilla JavaScript and praying for stability, because nothing says ‘long-term stability’ like avoiding modern tools altogether. <a href="https://app.daily.dev/posts/0vMYzSZd0" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
