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<h2>Must know</h2>
<ul>
<li><strong>Cloudflare doubles down on reliability after outages</strong>: Cloudflare has launched its ‘Code Orange: Fail Small’ initiative to prevent future global outages, following two major incidents in late 2025. The plan mandates phased configuration rollouts, Health Mediated Deployment (HMD) processes, and automatic rollbacks on all production systems by Q1 2026. This move aims to prevent cascading failures and streamline emergency responses, as reported by InfoQ. Additionally, Cloudflare acquired Astro Technology Company, keeping Astro open-source and platform-agnostic, allowing it to focus on framework improvement without monetization pressures. <a href="https://app.daily.dev/feed-by-ids?id=OdNHxfcwg&amp;id=yRAOJZmiR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agents get a memory upgrade</strong>: AI agents are getting a much-needed memory boost to overcome the stateless nature of LLMs, enabling more context-rich interactions. Startups like Zep, Mem0, and Letta are developing new memory architectures—using vector stores, summarization, and knowledge graphs—that promise to improve accuracy by 18-26% and reduce costs. This development, highlighted by The New Stack, is crucial for personalized AI and advanced agent control, though it raises significant privacy and data retention questions. <a href="https://app.daily.dev/posts/kU2RvmlCw" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mandiant exposes legacy NTLMv1 vulnerabilities</strong>: Mandiant has released rainbow tables for cracking Net-NTLMv1 authentication hashes, demonstrating that passwords can be cracked in under 12 hours on consumer hardware. This move aims to push organizations to finally retire the 20-year-old deprecated protocol, which Mandiant describes as trivially exploitable. The security firm urges disabling Net-NTLMv1 via Group Policy and implementing monitoring for its continued use, emphasizing that the vulnerability has been widely known but remains prevalent due to legacy system dependencies. <a href="https://app.daily.dev/posts/2q2phjvWS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Nvidia’s Rubin platform promises AI inference revolution</strong>: NVIDIA’s Rubin platform, shipping in late 2026, is designed to change AI inference with a six-chip integrated system, featuring NVLink 6 and HBM4 memory, potentially reducing token costs and GPU requirements for multi-agent systems and long-context reasoning. <a href="https://app.daily.dev/posts/828MqCIxP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Open-source Claude Code alternative emerges</strong>: OpenWork is a new open-source desktop application providing a GUI wrapper for OpenCode, offering a product-like experience for agentic AI workflows with features like workspace management, session handling, and a skill manager. <a href="https://app.daily.dev/posts/Ljfa2nid0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Nvidia launches compact AI workstation</strong>: Nvidia DGX Spark is a new compact AI workstation delivering one petaFLOP of performance in a 2.6-pound desktop form factor, built around the GB10 Grace Blackwell Superchip, targeting AI developers for local prototyping and fine-tuning. <a href="https://app.daily.dev/posts/Xk9eNeVDY" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Google BigQuery gets AI SQL generation</strong>: Google is previewing ‘Comments to SQL’ in BigQuery, using Gemini AI to convert natural-language instructions in SQL comment blocks into executable queries, aiming to accelerate data analysis. <a href="https://app.daily.dev/posts/5AcBUpc2i" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Go 1.26 RC2 released with security updates</strong>: Go 1.26 Release Candidate 2 is out, bringing unspecified security fixes for the archive/zip library and Request.ParseForm, with Go 1.25.6 and Go 1.24.12 also receiving these updates. <a href="https://app.daily.dev/posts/DFYbtJ1rQ" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AMD EPYC 8004 ‘Siena’ CPUs improve with new Linux stacks</strong>: AMD EPYC 8004 ‘Siena’ processors show significant performance gains on newer Linux distributions like Ubuntu 25.10 with Linux 6.18 LTS and GCC 15.2, benefiting cost-optimized server deployments. <a href="https://app.daily.dev/posts/85IZs9OZ7" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Qt Quick and Flutter push modularity</strong>: Qt 6.9 and 6.10 enhance Android app integration by allowing embedding of Qt Quick content in Java/Kotlin apps, while Flutter is refactoring to decouple Material and Cupertino design systems from its core SDK for better modularity and smaller app sizes. <a href="https://app.daily.dev/feed-by-ids?id=5YFCJbOU9&amp;id=T07WzSMOC" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>OpenAI’s ad strategy: ‘last resort’ or just another cash grab?</strong>: OpenAI is introducing targeted ads to ChatGPT’s free and Go tiers, claiming it’s necessary to sustain free access and fund AGI research. This comes after CEO Sam Altman previously called ads a ‘last resort’ for monetization. So, either their ‘last resort’ came a lot sooner than expected, or the financial strain is a convenient excuse for a strategic shift, as reported by various sources. Privacy advocates are already warning this model creates problematic incentives, much like social media, which is exactly what we need from our AI overlords. <a href="https://app.daily.dev/posts/DQh9IAXNl" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Cursor’s AI browser: 1 million lines of code, zero working product</strong>: Cursor’s CEO proudly announced that hundreds of GPT-5.2 agents generated over 1 million lines of code for a web browser in a week, making ‘meaningful progress.’ However, the code doesn’t compile, has 34 errors and 94 warnings, and there’s no working demo or build instructions. It seems ‘meaningful progress’ now means generating a mountain of non-functional code and hoping nobody checks, according to critical reports. This is less about AI innovation and more about AI-generated marketing hype. <a href="https://app.daily.dev/feed-by-ids?id=UbZlY7YDE&amp;id=qHCb0ov8q&amp;id=V3KHuMgUU&amp;id=7Sqt9u8B2" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ACF PRO’s ‘zero-code’ structured data: future-proofing or just more WordPress bloat?</strong>: ACF PRO 6.8 Beta 2 is touting ‘zero-code’ structured data generation for WordPress, promising to future-proof sites for AI and search engines. They claim it automatically generates Schema.org-compliant JSON-LD from custom fields, with UI-based mapping to over 1,500 properties. While it sounds great on paper, the framing is heavily promotional, and there’s no independent verification of its effectiveness or compatibility. Given WordPress’s history, ‘zero-code’ often translates to ‘zero control’ and ‘more bloat’ down the line. <a href="https://app.daily.dev/posts/fcLlptMlt" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
