There's a specific loop that anyone who codes with AI agents knows by heart. The agent tries a fix....
Your AI coding agent keeps re-trying the fix that already failed. I built a zero-dependency cure.
Related
Same Lever, Opposite Intent: When Shared Agent Memory Backfires
The same thing that makes a helpful habit stick in an AI agent is exactly what lets an attacker...
Building a Laravel MCP Server That Answers Questions Over Real Data
Build a read-only Laravel MCP server that lets Claude answer natural-language questions over your database — test it with the MCP Inspector, make the tools agent-native, and connec...
Held custody vs. no custody: two ways to make an AI agent's trade safe
A useful thing happened in agent infrastructure this June: several teams shipped "escrow layers for...