<h2>Must know</h2>
<ul>
<li><strong>AI agents gain native integration in Postman and Google ADK</strong>: Postman now allows AI agents to invoke API code directly from Git workflows, exposing its full API Catalog to third-party agents to solve the ‘context gap’ in automated development. Simultaneously, Google expanded its open-source Agent Development Kit (ADK) with native support for OpenTelemetry and Jira, positioning it as a curated, observable alternative to Anthropic’s Model Context Protocol. These moves signal a shift from standalone chatbots to agents deeply embedded in the existing DevOps toolchain, as reported by The New Stack and Google’s engineering team. <a href="https://app.daily.dev/feed-by-ids?id=vAXEzsvcf&amp;id=xhVrevcZc&amp;id=Q2Znpd5iB" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>ClickHouse official .NET client hits stable 1.0.0</strong>: The first stable release of the official ClickHouse .NET driver introduces a thread-safe <code>ClickHouseClient</code> singleton, moving away from legacy <a href="http://ADO.NET" target="_blank" rel="noopener nofollow">ADO.NET</a> patterns for high-performance streaming and bulk inserts. Key architectural updates include automatic SQL parameter extraction, JWT authentication, and POCO serialization for JSON columns, though it drops support for .NET Framework to target net6.0 through net10.0. This release is critical for platform engineers building analytical pipelines on the .NET stack, providing a more robust interface for mid-stream exception detection and QBit vector types. <a href="https://app.daily.dev/posts/u8peM5Nox" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Debezium 3.5 Beta introduces parallel multithreaded snapshots</strong>: The latest Debezium release significantly optimizes initial data capture with new parallel, chunk-based snapshots and a 50% memory reduction in the Oracle transaction buffer. It adds support for SQL Server managed identities via Azure AD and introduces PostgreSQL UNNEST support in the JDBC sink to improve write throughput. These updates address long-standing bottlenecks in large-scale CDC deployments, particularly for high-volume Oracle and SQL Server environments. <a href="https://app.daily.dev/feed-by-ids?id=jdqXLBHZq&amp;id=kLh6VNbBQ" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Good to know</h2>
<ul>
<li><strong>Tinybird fork of ClickHouse optimizes S3 storage via zero-copy replication</strong>: Tinybird maintains a custom fork to support zero-copy replication and a ‘packed part’ format that reduces S3 write API calls by 40%. <a href="https://app.daily.dev/posts/uOjcvcEuC" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Mercury 2 launches as first production diffusion-based LLM</strong>: Inception Labs released a diffusion architecture model hitting 1,000 tokens per second, claiming 5-10x speed gains over standard transformer models. <a href="https://app.daily.dev/posts/Vqh5XymdW" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>GitHub Copilot implements subscription-based network routing</strong>: Enterprises using private networking must update allowlists to new plan-specific endpoints like <code>api.enterprise.githubcopilot.com</code> as the old generic endpoint is deprecated. <a href="https://app.daily.dev/posts/SUKA5FOXy" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>OpenTelemetry Filter Processor adds automatic context inference</strong>: Version 0.146.0 simplifies telemetry filtering by automatically inferring execution context from path prefixes, eliminating manual context block organization. <a href="https://app.daily.dev/posts/RixPG5ABj" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Malicious Aqua Trivy extension spawns unattended AI agents</strong>: Socket discovered compromised VS Code extensions that silently triggered local AI agents to perform system reconnaissance and exfiltrate credentials via GitHub CLI. <a href="https://app.daily.dev/posts/DGWq9i7NL" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>TanStack Start benchmarks 83% faster than Next.js 16</strong>: A production SaaS comparison found TanStack Start significantly faster in dev startup with lower memory leak risks, though it lacks enterprise SLAs. <a href="https://app.daily.dev/posts/ed7TZMhpP" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Linux 7.1 to power off systems on fatal ACPI errors</strong>: The upcoming kernel changes default behavior to trigger a controlled shutdown on fatal hardware errors, aligning with the formal ACPI specification. <a href="https://app.daily.dev/posts/TLZKRpI81" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
<h2>Bullshit police</h2>
<ul>
<li><strong>The AWS Solutions Architect Pro cert is a paper tiger</strong>: Former Amazon architects are finally admitting that the ‘prestigious’ SAP-C02 certification is easily gamed by AI pattern recognition and doesn’t prove you can actually build anything. Employers now view these certs as red flags if they aren’t backed by a GitHub profile that isn’t just forked tutorials. It’s a 20% theory, 80% marketing exercise that’s losing its grip on the hiring market. <a href="https://app.daily.dev/posts/7iiotA735" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Atlassian claims a 60-minute meeting fixes AI alignment</strong>: Atlassian’s ‘Teamwork Lab’ claims a single 60-minute retrospective can increase AI alignment by 34%, a suspiciously precise number for a qualitative metric. The ‘ritual’ is essentially just talking about AI tools you already use, wrapped in corporate-speak to make a standard team sync sound like a breakthrough in organizational psychology. It’s a classic case of a software vendor inventing a ‘problem’ that only their specific meeting template can solve. <a href="https://app.daily.dev/posts/s9jeiAAAG" target="_blank" rel="noopener nofollow">Read more</a></li>
<li><strong>Stellar CSS wants to be the ‘Blender of web design’</strong>: A new ‘parametric’ CSS tool claims Tailwind is obsolete because modern CSS has nesting, while simultaneously asking you to buy a ‘pro lifetime license’ for a wrapper. It promises to generate themes from images in milliseconds, which is a neat party trick that exactly zero staff engineers have ever asked for in a production environment. It’s another attempt to solve the ‘Tailwind problem’ by introducing a different, more proprietary problem. <a href="https://app.daily.dev/posts/peaMJGK0d" target="_blank" rel="noopener nofollow">Read more</a></li>
</ul>
