What actually changed with agentic AI, where it works today, the compounding reliability problem, and a four-question test for whether…
AI agent platforms split into three groups that get compared as one. Which group fits, what to evaluate in order,…
Agents comment, humans commit. What genuinely works in repository automation, the permission model that keeps it safe, and why auto-fixing…
What a desktop AI agent changes, what it is genuinely good at, and the repeatability trade-off nobody mentions when comparing…
Claude Code reads and writes files and runs commands, which makes it a general file and data assistant. Five jobs…