We Built an AI Agent... Then Realized We Had No Idea What It Was Doing Our AI agent was...
SigNoz ha lanciato AXRAY, flight recorder per AI coding agents che misura il tempo LLM separato da Docker execution, basato su OpenTelemetry e convenzioni GenAI. Separare "thinking" da "doing" consente ai team di identificare subito il collo di bottiglia — context window, prompt, infra — ed eseguire fix mirate.
We Built an AI Agent... Then Realized We Had No Idea What It Was Doing
Our AI agent was writing code, running tests, and opening pull requests, but I had absolutely no idea why some runs took 8 seconds while others took 45.
Was the LLM thinking too long?
Was it stuck retrying a failing shell command?
Was Docker slow?
We’ve all been there. You build an AI agent, give it a sophisticated prompt, hook it up to a couple...
We’ve all been there. You build an AI agent, give it a sophisticated prompt, hook it up to a couple...
TL;DR I run an autonomous coding agent that works unattended for hours at a time, and for...
I build small LLM agents. Not the impressive kind you see in demos, just practical little things that...
This article is co-authored with my AI agent. I handle real experience, judgment, and final sign-off;...
I spent months watching AI coding agents produce impressive demos that couldn't survive...
