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AI Software Factory / Engineering foundation

Harley

Intent becomes reviewed, tested and releasable software through an orchestrated engineering system.

Watch the system
Guided example · local only

A release needs review and test evidence.

Walk one bounded request through finding, repair and evidence.

No external code executor or deployment
01Bounded requestIntent and constraints
02Proposed changeA reviewable slice
03Review findingA gate catches risk
04RepairThe finding is addressed
05Passing testsEvidence is read back
06Release evidenceLocal proof, no deploy
CASE / HARLEYrequest

Bounded work order

Request: repair the release gate

scope: one local exampleowner: human reviewevidence: synthetic / reusable

Current stageBounded request

Bounded request is ready for a proposed change.

No receipt yet — the next gate is still open.

Intent → engineered evidence.

31 seconds / illustrated workflow
31 sec System film

One orchestrator.
Distinct responsibilities.

Governed engineering architecture
Architecture, coding, browser, review, testing and release lanes with finding return to code
ReasoningCodingReviewTestBrowserRelease

The work leaves a trail.

Work order stage in the governed engineering lifecycle
01

Work order

Build stage in the governed engineering lifecycle
02

Build

Review stage in the governed engineering lifecycle
03

Review

Test stage in the governed engineering lifecycle
04

Test

Evidence stage in the governed engineering lifecycle
05

Evidence

Engineering foundationBounded work ordersIndependent reviewEvidence gates
Technical details

The source repository explicitly records Harley First Cycle as a foundation design in Phase 5 decomposition. These nodes describe the accepted operating model; they do not claim that implementation, GitHub delivery, staging, deployment or production operations are complete.

  • Owner or business intentStarts work with the real outcome, boundaries and decision authority instead of a free-floating agent prompt.
  • Master and governance boundaryFixes the governing scope, source-of-truth precedence, status meanings and contour boundary before implementation.
  • Product definitionTurns intent into a product lifecycle, users, value and bounded MVP decision that can be reviewed.
  • Requirements and acceptance designDefines what must be true, how it will be tested and which evidence is needed before a claim can pass.
  • Architecture and securityChooses the system shape, data, APIs, deployment and security boundaries before execution creates code.
  • Capability and competency mapMaps the work to capabilities and competencies so a team is composed for actual obligations rather than quantity.
  • Phase work ordersBreaks the accepted design into ordered, bounded slices with prerequisites, outputs and explicit non-executable planning limits.
  • Orchestrator and workflow contractCoordinates a governed workflow and records state without becoming the authority that approves its own output.
  • Dynamic team and agent registrySelects role slots and capability profiles for the work, with identity and grants kept separate from the proposal.
  • Code and GitHub changeMaterializes an accepted work order as traceable code and change history in the product's own repository boundary.
  • Independent reviewChecks the exact subject against the requirements and gates using an actor that did not author the change.
  • Tests and verificationVerifies behavior against the accepted requirements and records failures before staging or release.
  • Staging and releaseMoves a verified change through staging and deployment only when the required gates and external provider conditions are satisfied.
  • Evidence and assurance ledgerBinds claims to exact artifacts, digests, runtime receipts and gate decisions so status cannot be inferred from intent or code alone.
  • Owner operations and learningReturns verified operational learning and change decisions to the Owner so the next cycle starts from reality.
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