BISO · INTERACTIVE DEMO

THE OUTBREAK

02:47 AM. A pathogen enters a production codebase. Watch the immune system respond — detect, contain, fix, remember — with no human awake.

10 SCENES · ~4 MIN · NARRATED · SPACE = PAUSE · ← → = SCENES
THE OUTBREAK
ESTATE 14 repos AGENTS 12 idle T+00:00 LIVE
SCENE 01STEADY STATE · 02:47 AM

The estate at rest. Twelve agents, always on.

AGENT ROSTERALL SYSTEMS NOMINAL
EVENT FEEDQUIET
SCENE 0202:47:12 · PULL REQUEST #4127

One line. A load-bearing file.

PR #4127 · fix/session-timeoutAWAITING CHECKS
payments/session_handler.py
EVENT FEEDORACLE ENGAGED
SCENE 03ORACLE · PREDICTION BEFORE MERGE

Scored before it ships — topology, memory, calibration.

RISK SIGNALS · PR #4127COMPUTING
VERDICTPENDING
BLOCK
SCENE 0402:51 AM · SHADOW-PROD TWIN

But one is already inside. Dormant. Untriggered.

IMPORT GRAPH · payments clusterFUZZER PROBING
MULTI-SCANNERCROSS-VALIDATING
SCENE 05TRIAGE · SEMANTIC MEMORY

The Historian has seen this pathogen before.

TRIAGECLUSTERING
HISTORIAN · 512-DIM SEMANTIC MEMORYMATCH FOUND
SCENE 06ECONOMIST · BUG-2214 PRICED

Not the loudest bug. The most expensive one.

DOLLAR EXPOSURE · deserialization / payments pathQUEUE-JUMP AUTHORIZED
PRIORITY QUEUE · RE-RANKEDECONOMIST OVERRIDE
SCENE 07QUARANTINE · CONTAIN BEFORE FIX

Contained in 1.8 seconds. The fix can take its time.

BLAST RADIUS · payments clusterENGAGING
CONTAINMENT ACTIONSAUTHORIZED · POLICY ✓
SCENE 08FIX LOOP · BLUE → RED → JUDGE

Blue writes the fix. Red tries to break it. Judge decides.

BLUE · attempt 1 · isolated worktreeDRAFTING
LOOP TIMELINERUNNING
JUDGEDELIBERATING
SHIP
SCENE 09HISTORIAN + LEARNER · THE LOOP CLOSES

Every outcome makes the next prediction sharper.

HISTORIAN · EMBEDDINGCOMMITTED
LEARNER · CALIBRATION DELTAWEIGHTS UPDATED
SCENE 1006:00 AM · MORNING REPORT

By sunrise: one bug class closer to extinct.

EXTINCTION CANDIDATE · CERTIFICATE PENDING PROOF

unsafe-deserialization / payments.*

last live instance fixed 02:58:41 · fix held under Red replay ×64
counter-example watch: ARMED — cert auto-revokes on recurrence
audit chain: 4f2a…e91c → 7b03…aa4d → verified ✓
EVERY RUN MAKES THE NEXT ONE SMARTER