…Most present-day code—including the open source infrastructure that commercial software depends on —is maintained by small teams, part-time contributors, or individual volunteers with no dedicated security resources. A bug…
…We realised pretty quickly that a naive summarisation approach wasn't going to give us the results we wanted, especially on complex codebases. Instead of building a monolithic code review agent from…
…This is borne out in our evaluations , which show that Opus 4.8 is around four times less likely than its predecessor to allow flaws in code it has written to pass…
…Routine coding (e.g. editing source files in your repo) doesn't pay classifier latency; in-project edits are reviewable via version control. Only actions with real downside potential reach the final…
Claude Code and Codex Can Have Real-Time Conversation via Git
Does using claude code make you more/less likely to use front end frameworks?I've been using it for a while to develop internal tools and I've been really impressed at how you can build complex applications with just pur…
It’s well known at this point that documentation needs to be optimized for AI agents - we’re all pointing our Claude Code / Codex / Pi agents at documentation, and expecting the models to figure out how to implement a pr…
I have been a long time user of Claude Code. I never felt the need to try other coding tools, and the times I did, I always came back. Across many projects, personal and professional, Claude has been my pair programmer. …
Data is “the new oil” for AI.What if you could “plug in” to an oil well, and get royalties forever whenever that well’s oil was used?Right now, the people who build those datasets get paid once, if at all. There's no rec…
…Expand Expanding Close Claude added immersive visuals to chats in real-time, currently in beta Andrew Romero Mar 12 2026 - 9:36 am PT Claude is expanding on one of its coding…
…The update offers real-time collaboration with third-party apps like Asana, Slack, Figma, Canva, and more without requiring users to switch between tabs or apps. The feature is powered by MCP…
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