Copy of Log Chaos to Clarity Video

Debugging distributed systems is a nightmare. You’re digging through thousands of log lines across multiple services, wasting thirty minutes just to find one request ID. Stop the manual scroll. Instead, build a debugging "skill" for your AI coding assistant. By defining a single Markdown file, your AI can fetch logs via API, parse the timeline, and turn raw JSON chaos into a structured, human-readable narrative. You get exact input parameters, execution timelines, and error context instantly. It transforms a process that used to take thirty minutes into just thirty seconds. Now, any engineer on the team can debug complex production issues from day one, with zero context required. Turn log chaos into clarity. See exactly how we build with AI at ngram dot com.

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