The suite
Tools that build the graph, and tools that use it.
Everything here reads and writes the same structure, which is why capabilities compose instead of sitting beside each other.
Build the graph
History ingest
Past runs in, clustered by intent. No integration required.
Execution journal
Lossless capture of every step, once you route through us.
Verdict capture
Confirmed, dismissed, corrected — recorded against the run that earned it.
Known-good variants
Edge cases your team approved stop being anomalies.
Outcome joining
Retries, escalations and edits joined back to the run that caused them. The strongest label in the graph.
Use the graph
Drift detection
Runs that completed cleanly and stopped matching, ranked.
Root cause analysis
Which step broke it, and what it was reasoning from.
Replay
Re-run real history against a model, prompt, or context change.
Safe recovery
Replay with override. External writes never fire twice.
Rollback
A defined path out of a mid-run failure.
Model routing
Choose the model at runtime, per step, not frozen in config.
Runtime optimization
Route by prompt shape and cluster history. Frontier only where it earns it.
Deployment intelligence
Ship changes with replay evidence attached.
What software already has
What agent systems still need
Send us one week of past runs.
We'll come back with what your successful executions have in common, the few that stopped matching, and what we think changed. If we find nothing, we'll tell you that too.
Start a design partner conversation