Evaluating code review agents with ReviewBench
Learn how LangChain built ReviewBench, a benchmark for evaluating code review agents against real PR feedback from trusted reviewers. Context & related coverage →
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Ranked signal · finite reading
The AI brief that ends.
One shared ranking. Scan what changed, save what matters, and stop when the finish line appears.
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Today's top signals
Microsoft Agent Framework Harness and Hosted Agents Reach General Availability
Microsoft's Agent Framework now ships a supported runtime. Build 2026 brought the Agent Harness, the GitHub Copilot and Claude Agent SDK connectors, and the orchestration patterns to stable release; the harness and Fo... Context & related coverage →
Devtools must be open source (exe.dev)
My comment on Devtools must be open source (exe.dev) — Hacker News. One of the arguments for open source software for end-users has always been the freedom to examine and modify how that software works. The reality fo... Context & related coverage →
Show HN: MoneyCo – A coding agent built for accounting
Hey HN - Mert here, maker of MoneyCo (thecompany.money). MoneyCo connects to multiple Quickbooks and Xero accounts by default and lets you do your bookkeeping using a coding agent. I got here after talking to multiple... Context & related coverage →
Azure and Community Guidelines on Choosing Between a Skill or a Sub-Agent
In a recent Azure Architecture blog article, Azure lead engineer Kishorekumar Pattabiraman outlines practical criteria for choosing between skills, sub-agents, and other approaches when building AI systems, emphasizin... Context & related coverage →
Your coding agent bill doubled. Here’s how to fix it.
Learn why coding agent bills spiral out of control — and how to trace, compare, and govern spend across Claude Code, Cursor, Copilot, and more in one place. Context & related coverage →
Real-world mainframe modernization with AI: A safe, scalable path from mainframe to cloud
For too long, enterprises with legacy mainframe estates have been faced with a high-stakes dilemma: continue maintaining their mainframes, essentially kicking the modernization can down the road (they know they will n... Context & related coverage →
Quoting David Crawshaw's prompt
Set up a nightly cron job that executes the prompt: fetch upstream changes to the and rebase all local changes on top of upstream. Check that the software works as intended and replace the current version. — David Cra... Context & related coverage →
Chinese Actor Weaponizes Deepseek AI Agent to Attack Security Firm - Dark Reading
Chinese Actor Weaponizes Deepseek AI Agent to Attack Security Firm Dark Reading Context & related coverage →
codex 0.147.0-alpha.6
Release 0.147.0-alpha.6 Context & related coverage →
The Inference Engineering Masterclass — Philip Kiely & Ali Taha, Baseten
Baseten just raised a $13B Series F and is now one of the leading kings of inference engineering. We go into everything you need to know for autoregressive and diffusion engineering. Context & related coverage →
Introducing our Artifacts Hub and Adoption Dashboard
Scaling our curation and measurement of the open ecosystem. Context & related coverage →