Inspect the real system
Bind work to a repository revision, execution environment, available tools, and requested outcome.
Private alpha · Remote MCP available
Make AI-built software answer to engineering evidence.
Cyber AI gives the coding agent you already use a disciplined system for planning, execution, challenge, repair, and verification—without selling you another model.
Model independentEvidence before claimsCustomer-owned AIFail-closed assurance
The engineering layer
A control plane between intent and release.
Prompts can ask for quality. A control plane can define it, sequence it, demand proof, and preserve what remains unresolved.
Issue bounded work
Select the next engineering action without exporting the private policy graph or sending an uncontrolled mega-prompt.
Require evidence
Accept structured results tied to the active work order. Stale or contradictory evidence cannot silently pass.
Continue until explicit
Loop through defects until the assessment is complete, blocked, deferred, or clearly limited.
Professional work, not theatre
Every conclusion carries its evidence state.
The system separates what was executed from what was inferred. It does not promise bug-free software or universal expertise.
Read current boundaries →VerifiedExecuted evidence supports the conclusion
PartialRequired surfaces remain uncovered
BlockedA named dependency prevents completion
UntestedNo valid proof surface was exercised
Built for the full range
Structure for beginners. Respect for expert workflows.
Beginners receive engineering coverage they do not yet know to request. Advanced engineers retain repository rules and established practices while the system identifies evidenced gaps.
The destination is a personalized engineering constitution—not forced replacement of professional practice.
Private alpha