Your codebase's
immune system
Bug backlogs never shrink
Your team triages the same patterns month after month. Scanners find issues faster than humans can fix them. The backlog grows. MTTR drifts up. CISOs get nervous. Something has to change.
Twelve agents. One loop. Always learning.
Every bug the system sees makes every future prediction sharper. That's the moat — not the code, the compounding memory.
See it in action
Every screen from the live dashboard — populated with demo data in one click.
Live system status, agent cards, quarantine count, real-time event feed
Escalated fixes under 'Awaiting your review', new bugs below — accept or retry in one click
Every fix loop the system has run — status, verdict, and duration at a glance
Full timeline: worktree → blue diff → red test → runner → judge verdict
Every PR scored with signals, verdict, and blast radius before it merges
Force-directed import graph across 5 languages — click any file to explore
Flip a feature flag or trip a circuit breaker to contain a threat in seconds
Adversarial input generation against a shadow-prod digital twin — finds bugs before users do
Speculative vulnerability imagination — finds bugs static scanners can't see, overnight in parallel sandboxes
Dollar value per bug — revenue at risk, SLA penalty, and eng-hours so you fix the expensive bugs first
Semantic memory — recognises returning patterns without re-triaging from scratch
Per-class + per-signal calibration from real fix outcomes — predictions sharpen over time
Declare bug classes mathematically extinct — certificates auto-revoked if a counter-example appears
Cross-organisation bug pattern database — the 100-year institutional memory moat
Scan rates, Oracle accuracy, MTTR trends, and agent activity over time
Hash-chained immutable record of every agent decision — verifiable in one command
Kill switch, integrations status, storage backend, and system config
What makes BISO different
Not another scanner. Not another chatbot. A nervous system.
Topology-aware prediction
The Oracle doesn't just pattern-match the diff. It knows the import graph, the blast radius, the file's bug history, and the learner's calibration. A 1-line comment on a load-bearing file scores BLOCK. The same touch on a leaf? Safe.
Self-healing fix loop
Blue-agent proposes a minimal diff. Red-agent writes an adversarial test. Judge scores them. On failure, the loop iterates with the previous attempt as feedback. On escalation, the patch surfaces in the triage inbox — accept or retry in one click. Concurrent-fix lock prevents double-runs.
Semantic bug memory
Every bug is embedded into a 512-dim vector via deterministic hashed-TF. Triage recognizes returning patterns instantly. No API, no GPU, cross-process stable, works completely air-gapped.
Per-signal learner calibration
When a fix holds, regresses, or rolls back, the learner adjusts both per-bug-class and per-signal weights. Oracle's future predictions get sharper with every observed outcome.
Multi-scanner, cross-validated
Semgrep + CodeQL + Snyk running side-by-side. Findings two scanners agree on are marked cross_validated with boosted confidence. One orchestrator, three backends, zero duplicates.
Safety-first architecture
Default-deny policy engine. Hash-chained audit log. Kill switch that halts every agent in one command. Forbidden zones (auth/payments/IaC) are read-only. Every action authorized + logged.
GitHub PR auto-commenting
Connect a GitHub App and BISO posts Oracle verdicts directly on pull requests. Scores, signals, and verdict badges appear as PR comments and commit statuses — no context-switching required.
Quarantine — contain before fix
When a confirmed vulnerability hits a live code path, BISO flips a feature flag or trips a circuit breaker instantly. Contain the blast while the fix loop works — don't wait for a patch to stop the bleeding.
Triage inbox — incident-response UX
Escalated fixes surface under 'Awaiting your review' with an inline diff, test results, and judge rationale. Accept or retry in one click. New bugs queue below. No hunting through separate fix-loop pages.
Webhook alerts
Receive real-time notifications when Oracle blocks a PR, a quarantine is engaged, or a fix loop ships. Plug into Slack, PagerDuty, or any webhook consumer with zero configuration.
Enterprise integration
From zero to production in two weeks. Passive first, active second, steady state forever.
- •Docker compose up + GitHub App install
- •Index repos + baseline scan
- •Dashboard live with initial bug inventory
- •Oracle comments on PRs — no blocking
- •Security Lead reviews signal quality
- •Historian builds semantic memory
- •Merge gating on — BLOCK = blocked
- •Slack + PagerDuty alerts enabled
- •Learner calibration begins
- •Security Lead reviews triage inbox — accept escalated fixes in one click
- •Monthly audit + kill switch drill
26 agents. One orchestrator.
Each agent does one thing well. The orchestrator's chokepoint ensures every action is authorized, audited, and killable. No agent can bypass it.
Connects to your stack
BISO plugs into what you already use. No rip-and-replace.
Up and running in under 10 minutes
Self-hosted. Your code never leaves your infrastructure. Docker Compose brings up the entire stack — backend, dashboard, and all seven agents — in a single command.
Get access
Book a call or sign up — we'll set up access to the private repo and walk you through the platform.
Docker compose up
One command deploys the full stack to your infrastructure. No cloud dependency. Your code stays yours.
Click 'seed demo data'
The dashboard populates every screen instantly — cartographer graph, oracle predictions, bug inbox, metrics.
Ready to shrink the backlog?
Self-hosted and deploys in under 10 minutes. Your code never leaves your infrastructure. No cloud dependency.