Ops Agents

Remediations replay only in the state they were learned in. Writes ask.

SEE A RUN>
memorable
$ memorable recall "remediate the high disk usage alert"
0.860 procedures/e08f3b56-high-disk-usage [lexical,semantic]
$ memorable show procedures/e08f3b56-high-disk-usage
Decisive steps last time:
1. [execute] Clear: old build cache

An Ops Agent Remediates Without A Record Of The State It Acted In.

Which state was the customer in

The precondition is stored with the procedure. The action fires only when it matches.

Re-deciding a known fix

Known remediations replay. The model is called only where the path is new.

Who approved the write

Reads pass through. The write pauses for approval. One audit line per recall.

Match, Replay, Record.

Memorable keeps the path that worked and hands it back before the next run.

The alert comes in. The stored precondition is checked against the live state before anything runs.

Read-only steps run silently. The write step pauses at an approval.

The postcondition is checked, the outcome stored, and an audit line written for the recall.

memorable
$ memorable recall "restart the stuck order worker"
0.87 procedures/5be2a9c0-restart-worker
precondition: queue depth > 500, worker idle

How It Works For Ops Agents.

Your harness traces come in at run end. Systems of record are read through the agent, never copied.

{ 01 }

Preconditions and postconditions

An action fires only in the state it was learned in, and is checked after it runs.

preconditionqueue depth > 500actionrestart workerpostconditiondepth < 50

What Memorable Reads.

2 CONFIGURED
Your harness traces
One trace per run from the ops agent you already run
Systems of record
Read through the agent's own tools; only the prompt and allow-listed arguments leave the machine

Who This Is For.

On-call engineers

Want a known remediation to run the same way without re-deciding it.

Compliance leads

Need an approval on every write and an audit line on every recall.

Engineering managers

Track repeat remediation cost and need it to fall.

More Use Cases.

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