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Decision Trace Logging CLI

How do we capture the invisible layer of reasoning before it dies in Slack or agent memory?

Scorecard

DimensionScoreEvidence
Pain5/5Critical decision reasoning is lost hourly in Slack/Claude, causing repetitive work and poor handoff.
Demand5/5Agents and humans both need a standardized way to log "why" they did something for future auditability.
Edge4/5We focus on tracing the decision (the "why"), while incumbents focus on data state (the "what").
Trend5/5As autonomy scales, queryable precedent is the only way to govern effectively.
Conversion4/5Foundational infrastructure for the Business Platform.
Composite2000Build Now

Context

Questions

If an agent makes a $5,000 architectural choice today, how will we know why it chose that path tomorrow?

  • When humans bypass the logging CLI, is the friction too high or the incentive too low?
  • How much organizational amnesia could we cure if every exception required a 5-second trace?