Latest · 最新
Nov 1, 2026
One in 17 agent skills tells the agent to stop asking, and self-improving harnesses delete safeguards quietly
Skill files have become the npm of agents: small text packages, copied everywhere, loaded straight into the agent's context. Four papers from this week's arXiv batch look at what i…
Oct 28, 2026
Safe Skills, unsafe agents: four papers say you can't audit the parts one by one
Four papers in Tuesday's arXiv batch land on the same uncomfortable point: checking each piece of an agent in isolation tells you very little about what the assembled agent will do…
Oct 26, 2026
Thorsten Ball's agent rules: ask for proof, review almost nothing
Thorsten Ball, an engineer at Amp, posted the list of rules that had been going out to friends in DMs, titled "as of October 2026". It took about 1,900 likes on Sunday, and Mario Z…
Oct 26, 2026
Context rot is the next agent problem: Breunig, OSTEON and the memory study agree
Drew Breunig's AGNTCon talk, now written up as "The State of Context Engineering", ends with a line every agent builder should tape to the monitor: "Every advance in model capabili…
Oct 23, 2026
Anthropic gave away Agent Skills, OpenAI gave away its Responses shape, and they now sit in the same foundation
The Agentic AI Foundation under the Linux Foundation took in four new projects on October 22. Agent Skills comes from Anthropic, Open Responses from OpenAI, OpenEnv from Hugging Fa…
Oct 20, 2026
Cursor is now publishing plugins into Claude Code's marketplace, and the newest one asks the agent to formally verify the hardest thing in your repo
The cursor/plugins repo hit GitHub's daily trending board over the weekend with 15 commits in a day and 12,705 stars, and the thing worth noticing is not any single plugin. It is t…
Oct 13, 2026
diagram-design Is Back on Top of GitHub Trending at 52,000 Stars. The Skill Is the Product.
Two months after it first showed up here, cathrynlavery/diagram-design was the second-fastest-growing repo on GitHub on Monday at 2,100 stars in a day, now past 52,000 total, with …
Oct 12, 2026
One in Four Installed Skills Has a Twin. One in Five Runs Picks the Wrong One.
Two papers on Friday's arXiv listing measured what actually happens after you install a skill, and the answer is less than the skill says. One Skill Too Many, from Chaoliang Yan, Z…
Oct 10, 2026
2.2 Million Agent Skills Have Been Copied Across GitHub. A Fix at the Source Almost Never Reaches the Copies.
Agent skills, the SKILL.md files that Claude Code and Codex load, have quietly become a software supply chain, and until this week nobody had measured it. A paper submitted October…
Oct 8, 2026
DAEDALUS: an Agent That Writes Its Own Practice Problems to Build Memory
Most agent memory systems assume you already have training tasks and a verifier. DAEDALUS (arXiv 2610.08048, from a team including Antoine Edy and Gautier Viaud) drops both. It pai…
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Hiring · 招聘
New positions at AI agent companies, tracked as they open.
Vercel
Technical Business Development Representative
Glean
Tech Lead Manager, Product Growth
Isomorphic Labs
Senior Legal Counsel, Corporate Transactions, Cambridge, MA
Isomorphic Labs
Research Lead / Senior Scientist (DMPK), London
xAI
Sr. Mechanical Engineer - Memphis
xAI
Sr. Analyst, Monetization Operations