<h2>Must know</h2>
<ul>
<li><strong>AI code generation: faster, but at what cost?</strong>: AI code generation can speed up production by 55%, but it shifts the bottleneck to verification, increasing review times by 91% in high-AI-usage teams. Microsoft, for example, is seeing more emergency patches and claims over 30% of its code is AI-generated, suggesting a correlation between AI adoption and quality issues. The core problem is AI optimizing code without full system context, leading to non-validating tests, documenting non-existent features, and eroding architectural resilience, as detailed in multiple reports. <a href="https://app.daily.dev/feed-by-ids?id=CUMsxmpoK&amp;id=H1aWwdchu&amp;id=KYToiOjQs&amp;id=TCb4dVj23" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI security risks are multiplying</strong>: Researchers found over 175,000 Ollama AI hosts exposed online without safety guardrails, enabling potential resource hijacking and remote attacks. Critical vulnerabilities were also discovered in OpenClaw, an AI assistant used by over 100,000 developers, allowing remote code execution and data exfiltration. Meanwhile, SpaceX updated Starlink’s privacy policy to use customer data for AI training, raising significant privacy concerns, according to sources like StrongestLayer. <a href="https://app.daily.dev/feed-by-ids?id=2SdHHyeRJ&amp;id=YUSdAM3D6&amp;id=d76FYhLFT&amp;id=iEIaVGrhd&amp;id=yXHHUa4yo&amp;id=4nlzVZMEL&amp;id=ALGXJz29U&amp;id=fuL6WfKHt&amp;id=oAoGgXAAn&amp;id=zgJdriYuf" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Kubernetes ecosystem sees major shifts</strong>: The Ingress NGINX project is retiring in March 2026, and the Kubernetes Dashboard project is being archived, signaling a shift in core components. On the other hand, a new open-source Kubernetes dashboard called Radar, built as a single Go binary with an embedded React frontend, was introduced to provide real-time cluster visibility without cloud logins or agents, addressing limitations of existing tools like Lens and k9s. <a href="https://app.daily.dev/feed-by-ids?id=EdFbm39PB&amp;id=DiEunA7dc&amp;id=a3wJg58hN" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>NVIDIA NVFP4 quantization released by Red Hat</strong>: Red Hat has released NVFP4-quantized versions of popular LLMs, leveraging NVIDIA’s 4-bit floating-point format for efficient deployment with near-baseline accuracy, especially effective for frontier-scale models. <a href="https://app.daily.dev/posts/OPe22PWoI" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Wix introduces xEngineer model for AI-driven development</strong>: Wix launched its ‘xEngineer’ model, integrating AI into engineering roles to broaden ownership across the development lifecycle, with AI assisting in signal interpretation and failure triage. <a href="https://app.daily.dev/posts/1ESLU5xBs" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>MLflow integrates new evaluation metrics for LLMs and RAG</strong>: MLflow 3.9.0 now integrates over 50 evaluation metrics from DeepEval, RAGAS, and Arize Phoenix, allowing developers to evaluate LLM agents and RAG systems with multiple frameworks simultaneously. <a href="https://app.daily.dev/feed-by-ids?id=3L44pW4ot&amp;id=5ZJWT4v6q&amp;id=JVTlCrLRm&amp;id=h7CGoaIP0&amp;id=zVcgznCs0" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>New open-source PHP framework for RAG development</strong>: Neuron AI is a new PHP framework designed to simplify building Retrieval-Augmented Generation (RAG) agents by handling the orchestration of embeddings, vector databases, and language models. <a href="https://app.daily.dev/feed-by-ids?id=GJcC4La6R&amp;id=PxHnBAZAP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>WASM celebrates 10 years, expands beyond browser</strong>: WebAssembly (WASM) marked its 10th anniversary, evolving into a foundational technology for edge platforms, serverless runtimes, and embedded systems, with growing promise for AI workloads. <a href="https://app.daily.dev/posts/XjOBMuNCm" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>DataDog releases pg_tracing for PostgreSQL</strong>: DataDog developed <code>pg_tracing</code>, a PostgreSQL extension for server-side distributed tracing that generates spans for database queries and operations, supporting versions 14, 15, and 16. <a href="https://app.daily.dev/posts/Xfr0u4GSj" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Linux kernel 7.0 to add Framework 13 fan control</strong>: The upcoming Linux kernel 7.0 will introduce new fan control capabilities for Framework 13 laptops, specifically AMD variants, improving thermal management through the ChromeOS Embedded Controller. <a href="https://app.daily.dev/posts/mL9xGJWmZ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>AI delegation: the new management buzzword</strong>: Apparently, management skills are now ‘critical’ for interacting with AI agents, and MBA students are building startups with AI tools because ‘subject matter knowledge and delegation skills’ are more important than technical AI expertise. So, instead of learning to code, just learn to tell the AI what to do. Effort is abundant and cheap, but knowing what to ask for is the real scarce resource. Right. <a href="https://app.daily.dev/posts/WyavXiw9C" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI’s limited impact on product development</strong>: A recent article suggests AI hasn’t ‘fundamentally altered core principles’ of product development, and claims of 10x-100x productivity gains lack validation. It seems human developers are still needed for ‘complex requirements’ and ‘organizational coordination.’ Who knew? Maybe those AI-powered product managers should focus on creating valuable products instead of just discovering them. <a href="https://app.daily.dev/posts/R5VZVKE0f" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Gen Z ditches smartphones for dumbphones: privacy or just FOMO?</strong>: Gen Z is supposedly ditching smartphones for dumbphones to reduce ‘digital distractions, tracking, and surveillance.’ While this sounds noble, the article quickly pivots to the ‘challenges’ this presents for MFA and digital wallets. So, are they really embracing digital self-defense, or just trying to be edgy until they realize their dumbphone can’t pay for their oat milk latte? <a href="https://app.daily.dev/posts/RXz974cXZ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
