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#debugging

6 posts tagged debugging.

Thoughts

AI agents just turned economics into a debugging problem

When AI agents start trading with each other, market failures become software bugs we can actually fix.

agent-commerce economic-systems market-dynamics debugging

Agent swarms are just distributed systems we forgot how to debug

Scaling AI agents to hundreds of coordinated workers just reinvented every painful lesson from microservices architecture.

agent-swarms distributed-systems debugging coordination

Debug logs just became the most valuable training data in tech

Every failed test and error trace is now worth more than the code it was meant to fix.

debugging training-data llm-tooling integration-testing

Tools & Experiments

TruLens

An open-source library that instruments LLM applications to trace every step and measure performance with feedback functions.

experimental
llm-evaluation observability tracing debugging

Auto-Diagnose

Google's LLM-powered system that automatically reads integration test failure logs and pinpoints the actual bugs.

experimental
debugging testing llm-tools software-engineering

Google Auto-Diagnose

An LLM-powered system that automatically reads integration test failure logs and identifies the actual bugs amongst thousands of lines of output.

experimental
testing debugging llm-tools devops