Sub-function
Developer Experience
Owns developer request work end to end inside Engineering. Runs 3 lines across 16 stations, drains the repeatable share into the AI-OPS tower, and holds 2 human gates.
Estate rating
A
78 / 100
Environment provisioning and toolchain setup are fully self-service and touchless. Only platform roadmap choices need a human.
Agents
8
Lines
3
Units / wk
13,955
Timetable vs actual
14.9h → 15.7h
Cost / unit
$13
was $36
Run-rate saving
$16.7M
annualized at this volume
The 8 agents running this sub-function
Grouped by what they are for, not by where they sit. The agent org is process-shaped.
Developer Experience Orchestrator
Owns the developer experience lane end to end. Sequences the other agents, holds the timetable, and decides what surfaces to a human.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Build Time Agent
Runs the repeatable portion of developer experience inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Onboarding Automation Agent
Runs the repeatable portion of developer experience inside the shared transaction spine at spine cost and spine controls.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Environment Provisioning Agent
Executes the developer experience step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Tooling Support Agent
Executes the developer experience step it owns, posts its evidence, and hands the unit to the next stage.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Friction Sensing Agent
Watches developer experience continuously. Detects drift, quantifies it, and routes what matters without waiting for a reporting cycle.
ceiling A4 · escalates to Escalates to Director, Developer Platform when the unit falls outside the decision envelope or confidence drops below the floor.
Platform Roadmap Agent
Authors positions on developer experience. Frames the question, models the options, and writes a recommendation a human can ratify or reject.
ceiling A4 · escalates to Escalates when two options sit inside the confidence band and the evidence cannot separate them.
Developer Experience Challenger Agent
Adversarial reviewer for developer experience. Argues the opposite case on every position and flags where the evidence does not carry the claim.
ceiling A4 · 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 cross-function process redesign.
Lines running in this sub-function
Each line is a workflow. Click a line to walk it station by station.
Strategy positions this sub-function holds
An agent that only executes is a robot. These are the calls it made, the argument against each one, and what would prove it wrong.
Developer Experience Operating Position
Rejectedv3Is the current cost per developer request defensible against external comparators once inference spend is counted in full?
Hold the ceiling at A4 for developer experience. Environment provisioning and toolchain setup are fully self-service and touchless. Only platform roadmap choices need a human. Raise it only after two consecutive quarters where the override rate stays under five percent and every override has a written cause.
confidence
76%
The challenge — Developer Experience Challenger Agent
Developer Experience Challenger Agent argues the recommendation leans on 4 quarters of data from a period with no volume shock. The confidence band overlaps the alternative, and the position does not say what it would take to be wrong. Recorded as a dissent, not a block.
Break conditions
- ·Override rate rises above 6 percent for two consecutive months
- ·Cost per developer request 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 $15k are sampled, not fully measured
| Alternative considered | Cost | Risk | Verdict |
|---|---|---|---|
| Hold the current position | $671k run rate | Known and priced. Cedes ground if comparators move faster. | live |
| Raise the ceiling one level now | $1474k to build controls | Override rate is 11 percent; raising the ceiling before that settles imports the error into production. | rejected on evidence |
| Move the exception tail to the spine | $232k 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. Version, owner, approver, and the agents each rule constrains.
| Ref | Rule | Scope | Owner agent | Approved by | Version | Status |
|---|---|---|---|---|---|---|
| EN9-POL-200 | Developer Experience Decision Envelope Agents in this lane may act without a human when the developer request sits inside the stated value, risk and confidence envelope. Outside it, the unit holds at a gate with a named approver and a running clock. binds 4 agents · Global · EU | envelope | Developer Experience Orchestrator | Director, Developer Platform | v4.3 | under review |
| EN9-POL-201 | Developer Experience Evidence Standard Every autonomous decision writes inputs, the rule version applied, the model and prompt version, the output and a reversal path. An action with no evidence record is treated as a control failure, not a fast decision. binds 4 agents · LATAM · US | evidence | Developer Experience Orchestrator | Director, Developer Platform | v4.1 | Active |
| EN9-POL-202 | Developer Experience 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. Director, Developer Platform owns the response clock. binds 4 agents · APAC | escalation | Developer Experience Orchestrator | Director, Developer Platform | v3.3 | under review |