AUTONOMOUS INCIDENT INVESTIGATION

Evidence before
confidence.

An incident is a question. A patch is a hypothesis.
IncidentForge investigates the failure—and checks whether the repair actually preserves the business.

Explore an investigation ↗See how it works ↓

NVIDIA Nemotron · Nebius Token Factory · Isolated Sandbox execution

INVESTIGATION PIPELINERECORDED EVIDENCE

⌁Verify the
behavior.

01 Observe

02 Investigate

03 Repair

04 Verify

01 / REAL EXECUTIONIsolated sandboxes

02 / DURABLE EVIDENCEProtected effect audit

03 / BOUNDED AUTONOMYExplicit cost limits

04 / HUMAN CONTROLA patch for review

THE INVESTIGATION DESK

Follow the evidence.

Two real development runs. Every observation below comes from retained execution evidence.

RECORDED REPLAY

This public demo explores recorded results. It does not launch inference or spend credits.

LOADING RECORDED RUN

Loading evidence…

Checking evidence

PROTECTED CASES—

MODEL CALLS—

EST. INFERENCE—

EVIDENCE EVENTS—

MEASURED, NOT MARKETED

The comparison stays honest.

Successful demos and final benchmark results answer different questions. We keep them separate.

LOADING RECORDED RESULTS

— / 12 planned runs

Loading the recorded campaign and its disclosed limitations.

No variant ranking supportedView data ↗

THREE PROTOCOLS. SHARED LIMITS.

B0Inspect → edit → testCompetent generic coding baseline

B1Investigate → repairCompeting hypotheses and an experiment

B2Investigate → challenge → repairProperty-only protected development feedback

Inspect every launched attempt +

Attempt	Incident	Protocol	Outcome	Reason

DESIGNED AROUND TRUST BOUNDARIES

Autonomy with a perimeter.

The model proposes. Isolated services execute. An independent verifier decides.

HOST / CONTROL PLANE

→

NEBIUS SANDBOX / NO GUEST EGRESS

OrderInventoryPayment

→

INDEPENDENT CHECK

Patch for human review ↗

BOUNDED CONTROLLER

A host-side state machine enforces call, edit and execution limits. Exact source allowlists constrain changes; hash-chained events preserve the decision trail.

if↗

Not just a fix.
A reason to review it.

Finite experiments cannot prove universal correctness. IncidentForge makes the conditions, evidence and uncertainty inspectable.

Open the investigation desk ↗