LensReading which lens this session carries.

Function cockpit

Engineering

Agents build, test and document. Engineers own architecture and release.

Autonomy0% / 80%

Phase: Phase 3 — Functional orchestration

Run the intent-to-release graph as a governed system: decomposition, code generation, testing, documentation, vulnerability detection and deployment preparation are agent work; product intent, architecture and production release remain human.

Trust score

0

Touchless

0%

Human review

0%

Override rate

0%

Capacity released

25-40% engineering capacity in selected software-factory settings (case-specific)

Accountable human

Chief Technology Officer

CoS agent: Engineering Chief of Staff

Gates, kill switches, and the decision ledger

Governance

Autonomy is only defensible if the brakes are documented

Every gate below names a threshold, an approver, and a clock. Everything the function has decided recently sits in the ledger underneath, whether a person or an agent made the call.

Active gates

0

Pending decisions

0

Approved this cycle

0

Contained or reversed

0

Gate register

The conditions under which an agent must stop and ask.

GateTrigger thresholdApproverSLAWaivable

Production release authorization

Approval gate
Any deployment to a production environmentRelease manager and service owner1 business dayHard stop

Security-sensitive or public API change

Approval gate
Authentication, cryptography, payment paths or any published interface contractSenior engineer and security engineer1 business dayHard stop

Database migration

Approval gate
Any schema change or irreversible data operationData owner and CTO delegate2 business daysHard stop

Agent-authored code sample review

Oversight
Weekly review of 10% of agent-authored merged changesEngineering governanceWeeklyWith written rationale

Decision ledger

Immutable record of what was decided, by whom, and how long it took.

2 awaiting you
  • Approval gate

    Payment service release pack awaiting authorization

    PendingHigh

    Release Agent assembled the deployment plan, rollback rehearsal evidence and test attestation for the payments service. Two moderate findings remain open and are documented in the pack.

    Release manager · 9d 6h ago

    Requester can escalate only at this materiality
  • Escalation

    Secret detected in candidate branch

    ContainedHigh

    Security Agent detected a live credential in a feature branch, blocked promotion, revoked the token through the identity service and opened an incident record.

    Security Agent · 9d 7h ago

  • Notification

    Dependency batch updated autonomously

    Auto-executedLow

    Developer Agent applied 23 low-risk dependency updates with full regression passes and provenance recorded against each change.

    Developer Agent · 9d 9h ago

  • Escalation

    Legacy migration equivalence gap

    PendingMedium

    Migration Agent found behavioral divergence in an interest-calculation routine during translation. Work paused and the divergence packaged for the owning architect.

    Principal architect · 9d 12h ago

    Requester can escalate only at this materiality

Kill switches

Named, tested, and reachable in one click by the accountable human.

  • Unexplained dependency introduced into the build
  • Secret or credential exposure detected in a diff
  • Test bypass or coverage suppression
  • Architecture-policy violation in a merged change
  • Rising incident rate after an agent-prepared release

Human accountability

Cannot be delegated to an agent at any autonomy level.

  • Architecture and platform standards
  • Requirements acceptance and product intent
  • Safety-critical code and threat decisions
  • Breaking changes and public API contracts
  • Production release and irreversible data migration

Signs for this function

Chief Technology Officer