<h2>Must know</h2>
<ul>
<li><strong>Snowflake embraces open data standards with pg_lake and Iceberg</strong>: Snowflake has integrated <code>pg_lake</code>, an open-source PostgreSQL extension, into its Snowflake Postgres service, allowing direct SQL interaction with data lakehouses and Apache Iceberg tables. This move, along with expanding its Horizon Catalog for Iceberg table governance, aims to unify analytical and transactional workloads and prevent vendor lock-in, emphasizing interoperability and open standards. <a href="https://app.daily.dev/posts/kBWxo6cQz" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Microsoft unveils Rust-based sandboxing project LiteBox</strong>: Microsoft open-sourced LiteBox, an experimental Rust-based library OS for application sandboxing, offering stronger isolation than containers without the overhead of full VMs. It supports unmodified Linux applications and confidential computing, aiming to enhance security for robust isolation needs, though it’s not yet production-ready. <a href="https://app.daily.dev/posts/jIlb9nmzq" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI accelerates AWS environment breach to 8 minutes</strong>: An AWS environment was breached in just 8 minutes, escalating from initial access to full admin privileges, with attackers leveraging LLMs to accelerate the attack. The incident, which involved credentials from misconfigured S3 buckets and Lambda function code injection, highlights AI’s role in speeding up cyberattacks and the critical need for adherence to security best practices. <a href="https://app.daily.dev/posts/6mJxFRcx6" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Go-based Bifrost excels in LLM gateway performance</strong>: Bifrost, a Go-based LLM gateway, significantly outperforms Python’s LiteLLM in production environments, maintaining stable performance under high concurrency with lower latency and memory usage. <a href="https://app.daily.dev/posts/hETwaFbwz" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Ubuntu expands RISC-V support for K3 and K1 processors</strong>: Ubuntu is expanding its RISC-V support, targeting the new SpacemiT K3 processor with Ubuntu 26.04 LTS, which includes RVA23 extensions for security, hypervisor support, and AI workloads. <a href="https://app.daily.dev/posts/C9IUbBaRM" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Apache Flink Agents 0.2.0 brings event-driven AI to streaming</strong>: Apache Flink Agents 0.2.0 introduces event-driven AI agents to Flink’s streaming runtime, offering Java API parity with Python, expanded ecosystem integrations, and a redesigned memory system for durable execution. <a href="https://app.daily.dev/posts/ydmla9gYC" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mesa 25.3.5 released, 26.0 on the horizon</strong>: The latest Mesa 25.3.5 release includes Vulkan driver fixes and minor updates, with the stable Mesa 26.0 version expected soon. <a href="https://app.daily.dev/posts/Try8l5WJj" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Go and Python ecosystems see updates and integrations</strong>: Microsoft released security-patched Go versions 1.25.7-1 and 1.24.13-1, while the Python ecosystem explores ML alternatives and Rust integrates with Python via PyO3. <a href="https://app.daily.dev/feed-by-ids?id=27vA6E5rB&amp;id=3p16HuQId&amp;id=42OXMTBFy&amp;id=6lrbyyyQ3&amp;id=8gkBetvnO&amp;id=WFUKfQ0NK&amp;id=cAgN2AojU" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Zed community delivers 66 Git improvements</strong>: Zed’s community sprint, “Let’s Git Together,” resulted in 66 Git functionality improvements, including file history view and Git blame avatars, showcasing successful community-driven development. <a href="https://app.daily.dev/posts/o4WTqP3cO" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Dragonfly v2.4.0 enhances scheduling and file downloads</strong>: Dragonfly v2.4.0 introduces a load-aware two-stage scheduling algorithm and a new Vortex protocol, significantly reducing large file download times and deprecating the Go client in favor of Rust. <a href="https://app.daily.dev/posts/J9H8A1Jwx" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>Operant AI launches ‘Agent Protector’ for AI agents gone wild</strong>: Operant AI launched Agent Protector, a real-time security platform for enterprise AI agents, because apparently, we’re just letting AI agents run wild with sensitive data now. It promises to detect rogue agents and enforce least-privilege, which sounds like a problem we created by giving AI agents too much rope in the first place. <a href="https://app.daily.dev/posts/RMh1riegC" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Postman’s ‘everything app’ ambition: more bloat, less focus</strong>: Postman, once a simple API client, has apparently decided it wants to be an “everything app,” adding AI agent builders, managed cloud servers, and internal terminals. Because what developers really need is more feature creep, vendor lock-in, and performance issues in their API tools, rather than, you know, just a good API client. <a href="https://app.daily.dev/posts/O8Zfhee9v" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>AI usage efficiency: don’t chat, just compute</strong>: Two articles, both from Medium, are here to tell us that using AI for casual chat is a waste of computational resources and energy. Because, clearly, the biggest problem with AI is not its potential for job displacement or ethical dilemmas, but rather that you might be using it to ask for a recipe instead of a highly optimized algorithm. The audacity! <a href="https://app.daily.dev/feed-by-ids?id=4gayVRNfE&amp;id=Rg4aUpuSO" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
