When a coding agent fails, the visible error is rarely the whole story.
You might see:
a tool call that never ran
a command repeated again and again
a sudden token spike
When a coding agent fails, the visible error is rarely the whole story. You might see: a tool call...
ccglass shows what coding agents actually send to LLMs: system prompts, tool calls, schemas, and token usage per request. For IT leaders using Claude Code or similar agents, visibility replaces prompt guessing with factual debugging and cost control.
When a coding agent fails, the visible error is rarely the whole story.
You might see:
a tool call that never ran
a command repeated again and again
a sudden token spike

When an AI agent fails in production, the first instinct is usually to tweak the prompt and rerun the...

A few weeks ago I gave Claude Code a task and walked away. I came back to find it had retried the...

There is a specific scene playing out in offices and bedrooms and university dorms right now,...

AI coding agents are getting good enough that they no longer feel like autocomplete. Tools like...

Short take: AI coding agents get useful when they have clean context, not giant prompts.

Most engineers spot AI coding agent hallucinations but don't fix the underlying cause. How I debug context, rules files, and…