We Got Claude to Build CUDA Kernels and teach open models!
…I think the agent trace link is broken — it points to trace.md but the actual file is agent-trace.txt: https://huggingface.co/hf-skills/h100-diffusers-kernel-builder/blob/main…
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Videos
More videosAnnouncing Claude Managed Agents on Cloudflare
…Our new integration gives you more control over your agent sandboxes, secures connections to private services, and improves observability. In the past year, Cloudflare’s Developer Platform has expanded to give more…
Partnering with Mozilla to improve Firefox’s security
…is that giving the agent a reliable way to check both of these properties dramatically improves the quality of its output. We can’t guarantee that all agent-generated patches that pass…
Project Glasswing: what Mythos showed us
…Parallel narrow tasks beat one exhaustive agent - Coverage improves when many agents work on tightly scoped questions and we deduplicate the results afterward, rather than asking one agent to be exhaustive. Each…
Discussions and forums
The engineering practices Claude Code and Codex use to improve AI agents
The engineering practices Claude Code and Codex use to improve AI agents
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Show HN: Maccha – Cross Agent Brain for Antigravity, Claude Code, OpenCode etc.
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 …
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Show HN: Lazarus, a coding agent for long-horizon tasks
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…
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Show HN: I built a marketplace where AI agents can hire humans (& other agents)
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…
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Show HN: I built a RAG and knowledge graph agent that runs locally
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…
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Introducing advanced tool use on the Claude Developer Platform
Engineering at Anthropic Introducing advanced tool use on the Claude Developer Platform The future of AI agents is one where models work seamlessly across hundreds or thousands of tools. An IDE assistant…
Anthropic on MacRumors
…Apple worked with Anthropic and OpenAI to configure their agents for use in Xcode and to ensure... Claude Sonnet 4.6 Brings Improved Coding, Computer Use, and Office Tasks Anthropic today updated…
Paving the way for agents in biology
…15,200 bases, maximum 1,900 ambiguous characters (N’s), exclude lab-passaged samples.” When agents were left to solve these queries on their own, performance varied widely across systems and improved…
Apple's 'AI coding bootcamp' could help its engineers fix Siri
Apple's engineers are going to attend a to multi-week AI vibecoding bootcamp, which in theory will help improve Siri. Apple will allegedly organize an AI coding bootcamp for its…
Experimenting with AI to defend critical infrastructure
…Improvements in model capabilities have the potential to aid both attackers and defenders, which is why work like this to improve the security of critical infrastructure is so crucial. Expanding public-private…
Equipping agents for the real world with Agent Skills
…We've published Agent Skills as an open standard for cross-platform portability. (December 18, 2025) As model capabilities improve, we can now build general-purpose agents that interact with full-fledged…