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Build systems, cloud dev environments, observability, databases, CI, and platform tools.
Latest Signals
Uringscope is a new tool designed to provide portable and low-overhead observability for applications using io_uring. It aims to improve monitoring and debugging without significant performance impact.
AI Gateway spend budgets can now be scoped to a team or a project, in addition to individual API keys. Set a dollar limit on a scope, and the gateway meters spend against it and stops further requests once the limit is reached, until the budget resets or y...
Docker now supports OpenID Connect (OIDC) for GitHub Actions, allowing workflows to authenticate with short-lived tokens instead of stored credentials. This feature is available to organizations with Docker Team, Business, or Hardened Images subscriptions.
Hacker News surfaced this AI signal from arxiv.org: Predicted observability of the Aug. 5 Falcon 9 upper stage lunar impact.
The runs list for Vercel Workflows in Observability now has structured search, giving you more ways to find and investigate runs. Structured filters: Filter runs by workflow, environment,...
The GitHub Copilot app now supports stacked sessions and pull requests, enabling more efficient codebase modernization. This feature helps developers manage complex changes incrementally.
The July 2026 update to GitHub Copilot in Visual Studio introduces a new agent based on the Copilot SDK, enhanced expertise from the .NET and Azure teams, and additional customization options. These improvements aim to better tailor Copilot to individual developer workflows.
Turborepo and Vercel Remote Cache now support exchanging OIDC tokens from CI/CD workflows for short-lived access tokens. This enables more secure access compared to long-lived personal access tokens.
Hacker News surfaced this AI signal from youtube.com: RCade: The Arcade Cabinet with CI/CD Deployment, Custom Graphics Card for CRT [video].
Enabling two specific API settings significantly improved GPT-5.6's performance on the ARC-AGI-3 benchmark by retaining reasoning capabilities and enabling compaction. This resulted in tripled scores and increased efficiency.
Hacker News surfaced this AI signal from neciudan.dev: Front end CI/CD in the age of AI.
Hacker News surfaced this AI signal from chromewebstore.google.com: Redev – AI chat assistant for React DevTools.
GitHub Blog outlines a practical workflow using GitHub Copilot for prototyping, planning, implementing, and reviewing software. This approach helps developers focus without needing to adopt every new AI tool.
Agentic AI in enterprises goes beyond chatbots by executing business tasks end-to-end across workflows, data, and systems. Effective platforms require robust CPU capacity, resilient data access, policy-aware tool use, observability, and memory management.
Microsoft has introduced a practical livestream series called the Copilot Agent's Playbook to help developers build better declarative agents for Microsoft 365 Copilot. These agents integrate organizational knowledge and workflows directly into users' work processes.
Join us for a free online event series kicking off July 16 to learn how to get started with the GitHub Copilot App! The post Let’s Learn GitHub...
A comparison of Claude Sonnet 4.6 and Claude Sonnet 5 models revealed that the newer model used 12 times more tokens for the same tasks while delivering worse results. This was observed across 150 agent tasks in 15 scenarios using GitHub Copilot.
We've partnered with nearly two dozen companies to offer students who attend YC events a suite of over $25,000 in free credits for AI devtools.
Build systems, cloud dev environments, observability, databases, CI, and platform tools.