Sub-function
Release & Deployment
Owns release work end to end inside Engineering. more
Estate rating
A
75 / 100
Canary analysis and automatic revert are faster than any human and run unsupervised. more
Agents
8
Lines
3
Units / wk
14,063
Timetable vs actual
16.6h → 14.7h
Cost / unit
$6.74
was $21
Run-rate saving
$10.4M
annualized at this volume
The 8 agents running this sub-function
Grouped by what they are for, not by where they sit. more
Release Orchestrator
Owns the release & deployment lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Release Note Agent
Runs the repeatable portion of release & deployment inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Canary Analysis Agent
Runs the repeatable portion of release & deployment inside the shared transaction spine at spine cost and spine controls.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Change Risk Agent
Executes the release & deployment step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Deployment Agent
Executes the release & deployment step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Revert Agent
Executes the release & deployment step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A3 · escalates to Escalates to Director, Release Engineering when the unit falls outside the decision envelope or confidence drops below the floor.
Release Policy Agent
Holds the rules that bind every other agent in release & deployment. Versions them, tests them against live decisions, and blocks work that breaches them.
ceiling A3 · escalates to Escalates on any decision that would breach a live policy version, with the clause cited.
Release & Deployment Challenger Agent
Adversarial reviewer for release & deployment. Argues the opposite case on every position and flags where the evidence does not carry the claim.
ceiling A3 · escalates to Escalates when a ratified position is still running against a break condition it flagged.
Estate rating breakdown
Seven control dimensions. Judgment readiness runs against autonomy on purpose.
People
What the humans stopped doing, and what they do now.
Redeployed into agent supervision, calibration and coaching.
Lines running in this sub-function
Each line is a workflow. more
Strategy positions this sub-function holds
An agent that only executes is a robot. more
Release & Deployment Operating Position
In challengev3What operating shape carries twice the current release volume without adding headcount, and what breaks first if we are wrong?
Hold the ceiling at A3 for release & deployment. more
confidence
65%
The challenge — Release & Deployment Challenger Agent
Release & Deployment Challenger Agent argues the recommendation leans on 5 quarters of data from a period with no volume shock. more
Break conditions
- ·Override rate rises above 9 percent for two consecutive months
- ·Cost per release stops falling while volume keeps rising
- ·A control failure in this lane reaches a customer or a regulator
Evidence gaps
- ·No external comparator on a like-for-like unit definition
- ·Exception cases under $11k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $59k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $713k to build controls | Override rate is 8 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $759k transition | Loses local context. Rework risk on the cases that are hardest to recover. | under review |
Policy register
The rules the agents above are bound by. more
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| EN6-POL-200 | Release & Deployment Decision Envelope Agents in this lane may act without a human when the release sits inside the stated value, risk and confidence envelope. more binds 5 agents · LATAM · US | envelope | Release Policy Agent | Director, Release Engineering | v3.3 | Active |
| EN6-POL-201 | Release & Deployment Evidence Standard Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. more binds 5 agents · Global | evidence | Release Policy Agent | Director, Release Engineering | v3.1 | Superseded |
| EN6-POL-202 | Release & Deployment Escalation Rule Escalation is mandatory when confidence falls below the floor, when two options sit inside the confidence band, or when a break condition on a ratified position fires. more binds 5 agents · Global | escalation | Release Policy Agent | Director, Release Engineering | v4.6 | Active |
| EN6-POL-203 | Release & Deployment Autonomy Ceiling The ceiling for this lane is 85 on the platform scale. more binds 5 agents · Global · EU | ceiling | Release Policy Agent | Director, Release Engineering | v1.4 | Active |