<h2>Must know</h2>
<ul>
<li><strong>Europe pushes for digital independence from US cloud giants</strong>: Europe is getting serious about its digital sovereignty, aiming to reduce its heavy reliance on US cloud providers like AWS, Azure, and Google Cloud, which currently dominate 70% of the market. Recent outages have highlighted vulnerabilities, prompting countries like Germany, France, and Sweden to develop sovereign digital platforms. The EU is even drafting a Cloud and AI Development Act to mandate data localization and stricter security, according to multiple reports. This isn’t just about tech; it’s about safeguarding critical infrastructure and citizen data from foreign interference. <a href="https://app.daily.dev/posts/BxeJ5ByjW" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI coding agents raise security and governance red flags</strong>: AI coding agents are making it easier for non-technical users to generate code, with 85% of developers now using AI tools and 41% of code being AI-generated. However, this convenience comes with significant security risks, including prompt injection attacks, accidental credential exposure, and code deployments bypassing standard reviews. Organizations need robust governance frameworks, tiered permissions, mandatory human approval for critical changes, and comprehensive audit trails to manage these new threats, as highlighted in a recent analysis. <a href="https://app.daily.dev/posts/3wv1aKzIr" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Gmail’s spam filter goes rogue</strong>: Gmail users recently experienced a widespread spam filter malfunction, with legitimate emails landing in spam and spam flooding primary inboxes. Google acknowledged and resolved the issue, promising a post-incident analysis. This incident caused significant disruption and confusion, raising questions about the stability of critical email infrastructure, as reported by Google’s Workspace status dashboard and discussions on Hacker News. <a href="https://app.daily.dev/feed-by-ids?id=I3okAWLUY&amp;id=O7yWprwoz&amp;id=cmKovtCRR" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Hardware wallet scam nets $282M in crypto</strong>: A single victim lost $282 million in Bitcoin and Litecoin to a hardware wallet social engineering scam, with the attacker quickly converting funds to Monero and bridging them across blockchains, according to blockchain investigator ZachXBT. <a href="https://app.daily.dev/posts/1fY01VpIR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Google’s new Go package for LLM interactions</strong>: Google released <code>jsonschema-go</code>, a Go package for JSON Schema, designed to define structured interactions with large language models, offering schema creation, validation, and inference from Go types. <a href="https://app.daily.dev/posts/QUtLwKAlO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI agent microservices and open-source orchestration</strong>: LLM application architectures are shifting to microservices with tools like LangGraph for orchestration, and 20 open-source AI tools are available for agent deployment, emphasizing hybrid workflows for efficiency and adaptability. <a href="https://app.daily.dev/feed-by-ids?id=eRP6IF0kI&amp;id=gTbPMcu2k&amp;id=lcgrPk8zo&amp;id=sYiyNsbgX" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Specialized vision models beat Meta SAM 3</strong>: Specialist vision models like YOLOv11 and ISNet outperformed Meta’s SAM 3 by 12-47% in production benchmarks, demonstrating faster inference and better cost efficiency for fixed category requirements. <a href="https://app.daily.dev/posts/5PZoNLpgK" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA B200 GPU driver bug causes system hangs</strong>: NVIDIA’s open GPU kernel driver version 570.133.20 is causing indefinite system hangs on B200 GPUs with Linux kernel 6.6.0 after about 66 days of uptime, attributed to NVLink communication failures. <a href="https://app.daily.dev/posts/xhTAzdzCR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Linux kernel formalizes succession plan for Linus Torvalds’ repo</strong>: The Linux 6.19 kernel includes a new document outlining a formal succession process if Linus Torvalds’ mainline Git repository becomes inaccessible, ensuring continuity of development. <a href="https://app.daily.dev/posts/EogQGzxtg" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Turbopuffer ANN v3 hits 200ms p99 latency for 100 billion vectors</strong>: Turbopuffer announced its ANN v3 system achieves 200ms p99 query latency for 100 billion vectors at 1,000 queries per second, using hierarchical clustering and binary quantization for efficiency. <a href="https://app.daily.dev/posts/EHAeemnne" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI coding agents: the new productivity panacea?</strong>: Ryan Dahl, creator of Node.js, and Linus Torvalds are apparently convinced the ‘era of humans writing code is over,’ with AI taking over direct code generation. This bold claim, reported by Web News, suggests developers will shift to architecture and QA. While it sounds revolutionary, it conveniently sidesteps the sustainability of training future developers and the actual impact on junior roles. Let’s see if AI can debug its own existential crisis first. <a href="https://app.daily.dev/posts/lMnVwtEMR" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Quantum cloning breakthrough: defying physics or just marketing?</strong>: A new quantum protocol claims to enable ‘encrypted cloning’ of quantum states, supposedly circumventing the no-cloning theorem—a foundational principle of quantum mechanics. This ‘breakthrough,’ reported without specific researchers, institutions, or technical details, promises advancements in quantum data storage and security. Given the lack of independent verification or explanation of how it magically bypasses established physics, one might wonder if it’s more of a ‘breakthrough’ in press release writing than in quantum science. <a href="https://app.daily.dev/posts/z7OYuDS7t" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft’s Linux-based Windows: a speculative fantasy</strong>: Someone out there is predicting Microsoft might replace Windows with a Linux-based distribution, styled to look like Windows, citing Windows 11’s user experience woes and Microsoft’s existing Azure Linux. While it’s fun to imagine, this highly speculative claim, lacking any official statements or concrete plans from Microsoft, feels more like wishful thinking from a disgruntled user than a serious industry forecast. Perhaps they’re just trying to manifest it into existence. <a href="https://app.daily.dev/posts/pec0CpaQE" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
