…New terminal interface is generally available client apps copilot Jun.23 Release GitHub Copilot app support for BYOK copilot Jun.22 Improvement New features and Claude as agent provider preview in JetBrains…
…Cursor 3 is the startup’s version of an “agent-first” coding product. According to Nelle, the product is optimized for a world where developers spend their days “conversing with different agents…
…In our early testing, Opus 4.7 delivers stronger multi-step task performance and more reliable agentic execution, building on the coding strategy strengths of its predecessor. It also shows meaningful improvement…
…Claude Opus 4.5 represents a breakthrough in self-improving AI agents . For automation of office tasks, our agents were able to autonomously refine their own capabilities—achieving peak performance in 4…
The engineering practices Claude Code and Codex use to improve AI agents
Multi Agent Continuous Context Harness - MACCHA solves the problem that every AI coding session starts from zero. It combines a file-based 7-tier context architecture with a working memory engine (Memanto) that features …
I have been interested in long-horizon coding tasks for a while, especially with benchmarks like FrontierSWE, where even the best coding agents like Codex and Claude Code struggle to complete tasks.These agents come with…
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…
Claw-Coder is an AI agent that runs locally on your laptop and has access to powerful tools instead of configuring claude or codex to use a local model just use claw-coder. Why was claw-coder created? Answer: To solve th…
…As engineers shift from working 1:1 with agents to managing them in parallel, this is exactly the kind of frontier capability that unlocks new workflows. We’re seeing major improvements in…
…Anthropic claims the model is a "more effective collaborator" with improvements in agentic coding, multidisciplinary reasoning, agentic computer use, knowledge work, and agentic financial analysis. Testers have found Opus 4.8 to…
…AGENTS.md support and UI improvements copilot Jun.18 Improvement Copilot-authored pull requests now included in author searches client apps collaboration tools copilot Jun.18 Improvement Generated release notes credit you…
…One major application of personal superintelligence is to help people learn about and improve their health. To improve Muse Spark’s health reasoning capabilities, we collaborated with over 1,000 physicians to…
…Opus demonstrated markedly improved ability to think flexibly and adapt its approach to challenges instead of persisting with failed, unchanging approaches. Moreover, the model demonstrated significant improvement in vulnerability identification and executing…
…A debugging agent always looks for the root cause of a problem. A review agent always looks for issues in the implementation. A documentation agent always focuses on explaining what has changed…
