Featured · 头条
Ideas Radar: 2026-10-10
The agent governance thread hit its 25th straight window, and this time the sharpest line came from someone who already knows what seatbelt and landlock do: syscall scoping is solved, what is missing is API authority, short-lived scoped tokens per action minted and audited outside the model's control, and that broker i…
Loop Daily: 2026-10-10
The loop went collaborative this week. The standout result is a STARK proof for a real Starknet transaction generated on…
Oct 10, 2026
Super User Daily: 2026-10-10
Wednesday's Claude Code feed had two stories fighting for the top and both were about who gets to read the agent's files…
Oct 10, 2026
Latest · 最新
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 10, 2026
A Self-Improving Agent With a Silently Broken Grader Looks Exactly Like One That Works. This Paper Proves It.
Here is a result that should make everyone running a self-improvement loop nervous. A paper accepted to a NeurIPS 2026 workshop, "Who Verifies the Verifier? Co-Evolving Inspectable…
Oct 10, 2026
The Best Paper This Week Finally Answers a Question We've Chased for Months: When Do You Fix the Harness, and When Do You Train the Weights?
For weeks the running argument on this site has been harness versus model. Does an agent get better because you rebuilt the scaffolding around a frozen model, or because the model …
Oct 10, 2026
Your Coding Agent Can Refactor a Monorepo But Can't Point at a Button. This Gives It a Finger.
The gap is funny until you hit it. An agent can rewrite a migration, explain monads and restructure a monorepo, and then when it needs you to approve one permission dialog it print…
Oct 10, 2026
The Pentest Agent Named in the Korean Bank Breaches Went Closed-Source. That Fixes Nothing.
The tool now has a name, and the name now has no public repository. CrowdStrike's threat-intel team published its analysis of the South Korean financial-sector breaches this week a…
Oct 10, 2026
Sierra Published Poppy, the Spec for Agents Doing Business With Companies. 37 Partners, Apache 2.0.
Three days after announcing it, Sierra put the draft on the table. Personal Agent Protocol, which everyone involved calls Poppy, is now a readable Draft 0.1 at personalagentprotoco…
Oct 10, 2026
Cloudflare Bought Deno. Ryan Dahl Says the Reason Is Agent Harnesses.
The entire Deno team is joining Cloudflare. That is the headline, and it topped Hacker News at 960 points with 503 comments, most of them about what happens to the runtime. The ans…
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Hiring · 招聘
New positions at AI agent companies, tracked as they open.
Vercel
Senior Accountant
Vercel
People Systems Manager, Workday
Vercel
Machine Learning Engineer, Trust & Safety
Glean
Partner Sales Manager
Isomorphic Labs
Technical Program Manager (DDMR), Cambridge, MA
xAI
Sr. Security Engineer - GRC APAC Fintech & Financial Services