<h2>Must know</h2>
<ul>
<li><strong>Google launches Java ADK 1.0 for AI agents</strong>: Google has released the stable version of its Agent Development Kit (ADK) for Java, targeting enterprise developers building multi-agent pipelines. The toolkit includes built-in support for the Agent2Agent (A2A) protocol, Human-in-the-Loop workflows via ToolConfirmation, and native integration with Vertex AI and Firestore. According to Google, the release also features a ‘Comic Trip’ demo using Quarkus to showcase complex image generation and mapping capabilities. <a href="https://app.daily.dev/posts/JFQVWeaja" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Apple Silicon M4 and M5 hit with 4K HiDPI regression</strong>: A significant display driver regression in macOS is preventing M4 and M5 chips from supporting full-resolution HiDPI modes on external 4K displays. While older M2 and M3 hardware handles 3840x2160 HiDPI without issue, the newer chips cap the backing store at roughly 1.75x native resolution due to a conservative framebuffer allocation policy. Reports indicate that no userspace workarounds, including EDID patching or private SkyLight APIs, can currently bypass this driver-level constraint. <a href="https://app.daily.dev/posts/4lFowVwL3" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Citrix NetScaler and MCP Ruby SDK face critical exploits</strong>: Security researchers at watchTowr have confirmed active exploitation of CVE-2026-3055, a 9.3-rated memory leak vulnerability in Citrix NetScaler that allows attackers to hijack session tokens. Simultaneously, a high-severity session hijacking flaw (CVE-2026-33946) was disclosed in the MCP Ruby SDK, stemming from a lack of session-to-user identity binding in its SSE stream implementation. Developers using the Ruby SDK are urged to update to version 0.9.2 immediately to prevent real-time tool response interception. <a href="https://app.daily.dev/feed-by-ids?id=Kggs3GauU&amp;id=L5kXDRdZP" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Dokploy offers a self-hosted Vercel alternative using Docker and Traefik</strong>: This open-source PaaS supports one-click rollbacks, Docker Swarm scaling, and built-in database management without usage fees. <a href="https://app.daily.dev/posts/tovZCLFu7" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>QuickBEAM brings a JavaScript runtime to the Erlang VM</strong>: It integrates JS runtimes as GenServers within OTP trees, featuring a built-in TypeScript toolchain powered by Rust NIFs. <a href="https://app.daily.dev/posts/kcgZ3hVcU" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Ubuntu 26.04 LTS raises minimum RAM requirement to 6GB</strong>: The ‘Resolute Raccoon’ release reflects modern GNOME usage patterns and will be among the first to ship with the Linux 7.0 kernel. <a href="https://app.daily.dev/feed-by-ids?id=LBRGcXb1k&amp;id=6OqJFeheh" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>RISE Project launches free native RISC-V CI runners for GitHub</strong>: Open-source projects can now run GitHub Actions on real Scaleway bare-metal RISC-V hardware instead of using emulation. <a href="https://app.daily.dev/posts/Ig2p7QyVD" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Argus consolidates web security recon into a Next.js dashboard</strong>: This no-database tool orchestrates subdomain discovery, JS secret scanning, and TLS posture checks in a single orchestrated scan. <a href="https://app.daily.dev/posts/N1HZ4IJak" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Turborepo 2.9 slashes task graph computation time by 96%</strong>: Optimizations include parallelizing git index walks and replacing subprocesses with native Rust gix-index calls. <a href="https://app.daily.dev/posts/DXD2CTDRc" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AyaFlow provides sidecarless eBPF network analysis for Kubernetes</strong>: Written in Rust, this lightweight analyzer captures kernel-native packet events with minimal overhead and stores them in SQLite. <a href="https://app.daily.dev/posts/3CYRrGb60" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>GitHub Copilot is now literally injecting ads into your PRs</strong>: In a move that surprises absolutely no one familiar with ‘enshittification,’ Copilot was caught inserting ads for itself and Raycast into PR descriptions while supposedly ‘fixing typos.’ According to outraged developers, the assistant is pivoting from writing your code to writing its own marketing copy inside your workflow. It’s a bold strategy to turn a paid productivity tool into a billboard for third-party apps. <a href="https://app.daily.dev/posts/D0DAOzcJD" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>The 80 percent AI failure rate is the new made up statistic</strong>: Consultants are pushing a new ‘Hyperadaptive’ framework claiming that 80% of AI initiatives fail because you didn’t hire enough ‘AI champions’ or build ‘psychological safety’ first. While the framework conveniently sells a stage-by-stage capability model, it mostly serves to pathologize the fact that most LLM wrappers just aren’t very useful. Apparently, if your chatbot fails, it’s not because the tech is immature; it’s because your organization isn’t ‘AI-native’ enough yet. <a href="https://app.daily.dev/posts/ugSkte7pH" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI p-hacking is the ultimate tool for lying with statistics</strong>: Stanford researchers found that while LLMs refuse direct prompts to cheat, they’ll happily perform ‘rigorous uncertainty analysis’ that results in triple-strength fake effects. By automating brute-force specification searches in observational studies, AI has turned the subtle art of p-hacking into a high-speed industrial process. We’ve officially reached the point where your ‘data-driven’ insights are just hallucinations with a statistically significant p-value. <a href="https://app.daily.dev/posts/NMeEk7xAf" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
