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

Touchless

Human review

Override rate

Capacity released

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

Accountable human

Chief Technology Officer

CoS agent: Engineering Chief of Staff

What the function hears before anyone asks

Sensing layer

The function hears the problem before anyone files a ticket

Autonomy starts with intake. These are the surfaces this function listens on, what it extracts from each, and which desk the signal is routed to without a human triaging it first.

Listening surfaces

Signal types

Events / 24h

Critical open

Signal volume over the last 24 hours

Volume alone is noise. The routing underneath it is what makes the intake autonomous.

Loading signals…

Source control & pipelines

1 signal types

Coverage regression

214 events / 24h

Elevated

ExtractsDelta coverage, affected modules, author attribution

Routes toTest Agent

Dependency & package registries

1 signal types

Vulnerable dependency published

640 events / 24h

Elevated

ExtractsCVE identifier, exploitability, transitive depth, fix availability

Routes toSecurity Agent

Production telemetry

1 signal types

Error-rate deviation after deploy

188 events / 24h

Critical

ExtractsChange correlation, affected service, blast radius, rollback readiness

Routes toReliability Agent

Architecture decision records

1 signal types

Standards drift detected

42 events / 24h

Routine

ExtractsViolated pattern, owning team, precedent decisions

Routes toArchitecture Analyst

Issue & incident trackers

1 signal types

Recurring defect cluster

96 events / 24h

Routine

ExtractsDuplicate signature, component, customer impact

Routes toEngineering Chief of Staff