What it catches
Something reported success. Success was not the truth.
The failures below share one shape. Each is a real thing the receipts surface, tagged with who feels it first.
AI and ML teams
“The agent said it ran five steps. It ran three.”
An agent reports the task complete. The declared-versus-observed diff shows it skipped a step and called a tool that was never declared. The receipt names the exact deviation. You stop trusting completion claims and start reading what happened.
SRE and on-call
“Where did it break?”
A multi-step run failed. Instead of opening five dashboards that disagree, you ask for the correlation ID and get one timeline, with the step where reality diverged from the declared path marked, and what changed right before it. The 2am reconstruction tax, gone.
Platform leads deciding to adopt
The actions enforcement would have stopped were invisible until now.
Run Mindplane in observe-only. It blocks nothing, but it records every action it would have stopped, grouped by reason, scope, and receipt. Two weeks later you have the blast radius of your own policy, before you enforce a single rule. This is how you adopt a control layer without fear of breaking what already works.
Platform and security
“The automation acted on a signal it never checked.”
An alert fires, an automation reacts, a change happens. Mindplane records the trust grade of the trigger itself: whether the signal’s identity was verified, inferred, or merely claimed. Acting on an unverified signal is a decision, and now it is a visible one rather than a silent one.
SRE during and after an incident
“The metric that triggered this changed after the decision.”
Every triggering event carries an evidence hash. When the value that started an incident reads differently later, the receipt still holds the version the decision was made on. The dashboard moved. The receipt did not. You can tell which one to trust.
Anyone relying on the record in a review
“Edit the receipt, and it gets caught.”
Mindplane’s receipts are hash-chained. Tamper with one and the break is detected on the next verification. This is detection, not prevention: Mindplane tells you the record was altered, it does not stop someone with disk access from altering it. The point is that the alteration cannot pass silently.
The common thread: in every case, something in your stack said one thing, and reality said another. Mindplane is where that difference becomes a receipt you can read, instead of a surprise you discover during the incident.
Live today: run receipt, decision receipt, declared-vs-observed diff, correlation ID lookup — all in observe-only mode. Building next: reconciliation, provenance, and enforcement boundaries. None of this requires you to trust the tool on faith: change the input, and the answer changes with it.