<h2>Must know</h2>
<ul>
<li><strong>Escalating supply chain attacks target LiteLLM and AI infrastructure</strong>: A sophisticated supply chain attack hit the LiteLLM PyPI package (v1.82.8), involving base64-encoded payloads and orphaned Python processes. Simultaneously, a critical unauthenticated remote code execution vulnerability (CVE-2026-33017) in the Langflow AI framework is being actively exploited in the wild, as reported by CISA. These incidents highlight a massive shift toward targeting AI-driven development tools and CI/CD pipelines to exfiltrate credentials and deploy ransomware. <a href="https://app.daily.dev/feed-by-ids?id=DtWPHeTcL&amp;id=HSRYHyvSY&amp;id=KM5ci0LyS&amp;id=PfVtSaby4&amp;id=RgBM7VgFk&amp;id=XVsg2663I&amp;id=cz9svsCYr&amp;id=d7ncWB9vs&amp;id=etL2H8W4G&amp;id=fz5dBqSfO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Inertia.js v3.0 drops Axios for native XHR and optimistic updates</strong>: The major release of Inertia.js v3.0 introduces a built-in XHR client that replaces Axios, reducing bundle sizes by 15KB. It adds first-class support for optimistic updates with automatic rollbacks and a new <code>useHttp</code> hook for non-navigation requests. According to Laravel News, the update also transitions to ESM-only output and upgrades to Svelte 5, while dropping support for Svelte 4. <a href="https://app.daily.dev/posts/WWmxp0DEw" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>NVIDIA ProRL Agent framework fixes the AI training bottleneck</strong>: NVIDIA researchers discovered that the performance ceiling in AI agent training was caused by coupling I/O-intensive tool execution with GPU-intensive optimization. By decoupling these into a standalone service, the ProRL Agent framework nearly doubled Qwen 8B’s performance on the SWE-Bench Verified benchmark. This architectural shift addresses the hidden latency of sequential environment interactions that previously consumed half of the compute budget. <a href="https://app.daily.dev/posts/EZUyZh56r" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Symfony Tui brings declarative Twig templates and Tailwind styling to PHP terminals</strong>: A new PHP 8.4+ component uses Fibers and a smart rendering pipeline to build rich, interactive CLIs with mouse support and dirty tracking. <a href="https://app.daily.dev/posts/N57SSBwjG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>TermUI offers a shadcn style component library for TypeScript terminal interfaces</strong>: Built on Ink and Yoga flexbox, this framework provides 101+ JSX-based components that you can copy-paste directly into your CLI projects. <a href="https://app.daily.dev/posts/TbcnCEMPD" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>KubeVirt v1.8 adds Hypervisor Abstraction and PCIe NUMA awareness</strong>: The release supports Kubernetes 1.35 and introduces Intel TDX for confidential computing alongside better AI workload topology support. <a href="https://app.daily.dev/posts/GGgRL0lhA" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Ryan Carniato defends React’s explicit dependency arrays as unavoidable physics</strong>: The SolidJS creator argues that isolating async from commits and knowing dependencies upfront are fundamental requirements for UI consistency. <a href="https://app.daily.dev/posts/oXQQ8zxuy" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>GitHub will train AI models on private user data by default starting April 24</strong>: The policy change affects Copilot Free and Pro users, requiring a manual opt-out to prevent private repository data from being used for training. <a href="https://app.daily.dev/posts/v1oQHNWc2" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Meilisearch 2026 roadmap targets serverless indexes and hybrid search</strong>: The engine is evolving into a full platform with distributed sharding, an AI gateway for embeddings, and built-in conversational memory. <a href="https://app.daily.dev/posts/FB8gHvy9S" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ATLAS achieves high benchmark scores using local 14B models on consumer GPUs</strong>: The self-hosted pipeline uses iterative repair and energy-based selection to outperform Claude 4.5 Sonnet on LiveCodeBench at a fraction of the cost. <a href="https://app.daily.dev/posts/GHvl4XkwS" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>The hallucinated dependency recommendation crisis</strong>: Sonatype research found that 28% of GPT-5’s software upgrade recommendations were complete hallucinations, often inventing non-existent packages. While the industry screams about AI-driven productivity, these models are actively suggesting that developers install security vulnerabilities or imaginary code. It turns out ‘grounding’ a model with actual facts is still better than just asking a spicy autocomplete engine for architectural advice. <a href="https://app.daily.dev/feed-by-ids?id=DtWPHeTcL&amp;id=eSVW6Tmcf" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>The myth of the AI-powered culture fix</strong>: There is a growing narrative that AI tools are ‘breaking’ engineering culture, but the reality is they are just exposing existing rot. Teams that previously deferred to ‘senior’ oracles are now just deferring to LLM oracles without understanding the ‘why’ behind their code. If your team needs an AI to write a design doc because no one has a personal opinion or anecdotal experience, you don’t have a tool problem; you have a talent problem. <a href="https://app.daily.dev/feed-by-ids?id=eYrc9sF1z&amp;id=nXF8W7jMN" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Anonymized health data is a mathematical fantasy</strong>: Despite corporate claims of ‘de-identified’ datasets, research shows that just six days of step counts can uniquely identify an individual out of 100 million. The $9 billion health data industry continues to sell this ‘anonymized’ data to insurers while AI makes re-identification trivial. It’s not privacy; it’s just a legal loophole with a better marketing department. <a href="https://app.daily.dev/feed-by-ids?id=gwfGGUK0T&amp;id=i0zs41tva" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
