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

Every workflow drawn as a line with its stations and live trains

Line map

Engineering as a running network

Every workflow is a line. more

Enterprise network

Lines running

Stations

176

Control gates

stations a unit cannot pass without clearing a rule

Interchanges

handoffs to another function

Behind timetable

19 of 33

actual cycle time above design

Live signal across 174 units

105 in time57 late12 late and material

auto-cleared in envelope cleared, evidence posted held for a person

Portfolio & IntakeBBB

Owns request work end to end inside Engineering. more

8 agents 67% agentic · ceiling 74%orchestrated by Engineering Intake Orchestratorhuman owner VP Engineering Operations

4 in time4 late2 late and material

EN1AIntake-to-BacklogTransactional · 7 stations

Receive request

1 live

Triage

1 live

Estimate effort

1 live

Map dependencies

8 q

Score value

2 live

Prioritization forum

0 q

Commit to sprint

2 live

EN1BCapacity RebalanceAnalytical · 4 stations

Model demand

1 live

Model capacity

3 q

Draft recommendation

1 live

Leader review

5 q

EN1CInvestment PositionJudgment · 5 stations

Frame

39 q

Model options

44 q

Draft position

45 q

Challenge

12 q

Ratify

1 live

Architecture & DesignBBB

Owns design decision work end to end inside Engineering. more

8 agents 66% agentic · ceiling 70%orchestrated by Architecture Orchestratorhuman owner Chief Architect

8 in time2 late0 late and material

EN2ADesign DecisionJudgment · 7 stations

Frame problem

1 live

Model options

1 live

Assess non-functionals

18 q

Model run cost

23 q

Draft decision record

20 q

Challenge

24 q

Review board ratify

9 q

EN2BPattern Compliance SweepTransactional · 5 stations

Scan repositories

2 live

Flag deviation

2 live

Auto-file issue

2 live

Owner review

1 live

17 q

EN2CArchitecture Strategy PositionJudgment · 5 stations

Frame

1 live

Model options

24 q

Draft position

31 q

Challenge

16 q

CTO ratify

5 q

BuildA

Owns change work end to end inside Engineering. more

8 agents 76% agentic · ceiling 86%orchestrated by Build Orchestratorhuman owner Director, Platform Engineering

11 in time7 late1 late and material

EN3AFeature BuildTransactional · 6 stations

Refine specification

1 live

Generate code

26 q

Self-test

2 live

Open pull request

2 live

Human review

0 q

Merge

1 live

EN3BDependency UpdateTransactional · 6 stations

Detect update

22 q

Assess breaking change

2 live

Patch

1 q

Test

1 live

Auto-merge low risk

1 live

Escalate

2 live

EN3CDocumentation SyncTransactional · 4 stations

Detect drift

1 live

Regenerate

3 live

Owner review

2 live

Publish

1 live

Code Review & QualityBBB

Owns pull request work end to end inside Engineering. more

8 agents 82% agentic · ceiling 88%orchestrated by Code Quality Orchestratorhuman owner Director, Engineering Quality

11 in time8 late1 late and material

EN4APull Request ReviewTransactional · 6 stations

Static analysis

1 live

Generate review comments

1 live

Score risk

2 live

Auto-approve trivial

1 live

Human review

1 live

Merge

4 q

EN4BQuality Debt SweepTransactional · 4 stations

Scan

4 live

Rank by risk

38 q

File issues

1 live

Owner triage

7 q

EN4CConvention ChangeTransactional · 4 stations

Propose

2 live

Team review

4 live

Ratify

4 q

Enforce

3 live

Test & AssuranceBBB

Owns test run work end to end inside Engineering. more

8 agents 86% agentic · ceiling 92%orchestrated by Test Orchestratorhuman owner Director, Quality Engineering

11 in time5 late1 late and material

EN5ARelease Test CycleTransactional · 6 stations

Select regression set

1 live

Generate new tests

23 q

Execute

1 live

Triage failures

1 live

Escalate blocker

2 q

Sign quality gate

1 live

EN5BFlaky Test RemediationTransactional · 5 stations

Detect flake

1 live

Diagnose

12 q

Quarantine

2 live

Fix

46 q

Restore

2 live

EN5CPerformance BaselineTransactional · 4 stations

Run load

1 live

Compare baseline

9 q

Flag regression

4 live

File issue

3 live

Release & DeploymentA

Owns release work end to end inside Engineering. more

8 agents 81% agentic · ceiling 85%orchestrated by Release Orchestratorhuman owner Director, Release Engineering

12 in time8 late0 late and material

EN6AProduction ReleaseTransactional · 7 stations

Assemble release

7 q

Score risk

14 q

Change board approve

1 live

Deploy canary

2 live

Analyze

40 q

Promote

3 live

Verify

32 q

EN6BEmergency RevertTransactional · 5 stations

Detect regression

2 live

Auto-revert

1 q

Notify

6 q

Root cause

12 q

Post-mortem

4 live

EN6CRelease ReadinessTransactional · 3 stations

Check gates

2 live

Assemble evidence

4 live

Release manager sign

2 live

Site ReliabilityA

Owns incident work end to end inside Engineering. more

9 agents 82% agentic · ceiling 87%orchestrated by Reliability Orchestratorhuman owner Director, Site Reliability

9 in time6 late1 late and material

EN7AIncident ResponseTransactional · 8 stations

Detect

1 live

Correlate alerts

3 live

Execute runbook

26 q

Escalate to human commander

2 q

Mitigate

1 live

Restore

30 q

Post-mortem

26 q

Actions tracked

2 live

EN7BError Budget EnforcementTransactional · 5 stations

Measure

2 live

Detect burn

32 q

Freeze releases

2 live

Notify

40 q

Restore

1 q

EN7CCapacity ResponseTransactional · 4 stations

Forecast

2 q

Scale in-policy

2 live

Escalate cost

2 live

Apply

1 live

Technical DebtA

Owns debt item work end to end inside Engineering. more

8 agents 71% agentic · ceiling 84%orchestrated by Technical Debt Orchestratorhuman owner Director, Engineering Effectiveness

9 in time6 late2 late and material

EN8ADebt RemediationTransactional · 6 stations

Detect

2 live

Score risk

1 live

Plan remediation

40 q

Owner accept

1 live

Execute

2 live

Verify

1 live

EN8BDeprecation CampaignTransactional · 5 stations

Identify usage

2 live

Notify owners

2 live

Migrate

2 q

Escalate holdout

1 live

Remove

3 live

EN8CDebt Doctrine PositionJudgment · 5 stations

Frame

9 q

Model cost of carry

19 q

Draft position

44 q

Challenge

1 live

Ratify

1 live

Developer ExperienceA

Owns developer request work end to end inside Engineering. more

8 agents 85% agentic · ceiling 90%orchestrated by Developer Experience Orchestratorhuman owner Director, Developer Platform

14 in time3 late1 late and material

EN9AEnvironment RequestTransactional · 5 stations

Request

1 live

Validate

1 live

Provision

1 live

Verify

2 live

Notify

2 live

EN9BFriction RemediationTransactional · 6 stations

Sense signal

1 live

Diagnose

1 live

Draft fix

1 live

Owner accept

3 q

Ship

23 q

Measure

4 live

EN9CDeveloper OnboardingTransactional · 5 stations

Trigger

1 live

Provision toolchain

1 live

Assign path

2 live

Verify readiness

26 q

Manager confirm

2 q

Security EngineeringA

Owns finding work end to end inside Engineering. more

8 agents 72% agentic · ceiling 82%orchestrated by Security Engineering Orchestratorhuman owner Director, Security Engineering

10 in time8 late1 late and material

EN10AVulnerability RemediationTransactional · 7 stations

Scan

1 live

Score severity

2 live

Auto-patch low risk

2 live

Assign owner

1 live

Escalate critical

1 live

Verify

2 live

2 q

EN10BSecret Exposure ResponseTransactional · 6 stations

Detect

1 live

Revoke credential

1 live

Notify

1 live

Rotate

1 live

Investigate

3 live

1 live

EN10CThreat Model ReviewJudgment · 6 stations

Frame system

1 live

Model threats

36 q

Rank

26 q

Draft mitigations

1 live

Challenge

29 q

Security lead ratify

8 q

Engineering AnalyticsBBB

Owns analysis work end to end inside Engineering. more

8 agents 63% agentic · ceiling 88%orchestrated by Engineering Analytics Orchestratorhuman owner Director, Engineering Analytics

6 in time0 late2 late and material

EN11AMonthly Engineering ReadAnalytical · 6 stations

Ingest

2 live

Model delivery metrics

5 q

Detect trend

1 live

Draft readout

11 q

CTO review

1 live

Publish

45 q

EN11BCost per Service ReadAnalytical · 4 stations

Attribute cloud spend

24 q

Rank

15 q

Draft recommendation

1 q

Owner review

2 live

EN11CMeasurement Doctrine PositionJudgment · 5 stations

Frame

15 q

Model options

7 q

Draft position

5 q

Challenge

1 live

Ratify

1 live