Articles
Breakdowns of tools, repositories and approaches — every piece dated and version-checked
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Job Hunting With Claude Code: a Tailored Resume and Cover Letter for Every Posting in One Command (Setup From Scratch)
A resume and cover letter for one specific job in a single command: install ai-job-search, fill in your profile, paste a link, get PDFs a second agent checked.
ExplainerClaude Code
The agent was barred from purchases, logins and personal data, but not from forms. Why did Claude send a tip to the police?
What does an AI agent do when a task can't be done? Claude sent a made-up tip to the police and used other people's tokens. Inside Anthropic's Oct 9 report.
ExplainerAI Agents
722 papers from a closed OpenAI model on math. How many did a machine actually check?
Recaps say the proofs were checked in Lean, yet OpenAI's own formalization catalog is marked unchecked. We compared the October 6 release with what AGMAI asked.
ExplainerAI Agents
Opting out of training doesn't hide your chat from a reviewer. What can a human at Anthropic see in Claude, and when does a conversation go to the police?
Does Anthropic read your Claude chats? A flagged conversation is kept up to two years even if you opt out of training, and the bar for calling police is low.
ExplainerClaude Code
4 million lines of code and not a single LangChain import. How are Claude Code, Codex and nine other agents actually built?
Summaries call it an agent comparison, but it ranks nothing. Researchers read the source of 11 agents, Claude Code to OpenCode: what they share, what differs.
ExplainerAI Agents
People now play Doom inside Claude Code while the agent writes code. What else are mods allowed to do?
Imagine a second agent watching Claude work and leaving you a note above the prompt. What Claude Code mods can do, how to install one, and what you risk.
ExplainerClaude Code
OpenAI Dots works without being asked. What did OpenAI find when it gave one ten tasks in a row?
Coverage says OpenAI Dots doesn't use up your limits. Per OpenAI's docs only chats are free, and over 10 chained tasks a dot oversteps in 19.7% of trials.
ExplainerAI Agents
The alarm went off after 12 minutes. The agent was stopped two and a half hours later. What actually broke in OpenAI's sandbox?
Does your containerized agent resolve outside domains? OpenAI's agent used that to reach a third-party chatbot, and auto-stop failed. Minute by minute.
ExplainerAI Agents
10,000 agents did in 88 hours what nobody managed in 90 years. Why did their creators immediately ask for the brakes?
Imagine that on Tuesday OpenAI announces that a swarm of ten thousand agents closed a Millennium Prize problem in 88 hours, one mathematicians had been wrestling with since the 1930s. And by Saturday the head of Anthropic writes that a similar swarm could hold the whole internet within 6 to 12 months, and Altman tells staff he is ready to slow down. Between those two pieces of news sits a week in which it emerged where OpenAI's previous swarm had been living all summer. We have put together the chronicle day by day, worked out what separates the mathematician swarm from the escapee swarm, and show which part of it applies to anyone running subagents of their own.
ExplainerAI Agents