Debug production without losing the thread

Signals are everywhere; durable reasoning is not. When decisions stay in chat, the next outage starts from zero.

Concept

What’s actually happening

  • Logs and metrics show symptoms — they don’t explain what you tried or rejected.
  • The real work is choosing what to test next. That work is fragile unless you capture it.
  • “Fixed” closes the ticket — it doesn’t preserve the path you took to get there.
Pattern

How a strong investigation unfolds

Move in a tight loop — keep observations, guesses, and proof tied together:

  • Observe — what changed, what broke, what’s correlated?
  • Capture — write down signals before they evaporate.
  • Correlate — link evidence to hypotheses.
  • Hypothesize — name what you’re testing and why.
  • Verify — confirm or rule out with data, then move on.
Application

How CADS supports this

CADS maps each investigation to structured decisions and a living trail:

  • Decisions — one place to state what you believe and what you’re doing about it
  • Timeline — see what changed, when — across the investigation
  • Entries — add context as it appears — not after the fact in a postmortem

Ready to apply this?

Start a decision in CADS →

Reviewed by: Cadslab · Product

Published: 2025-01-01 Updated: 2026-05-18

Last reviewed: 2026-05-18

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