Feature delivery pipeline
A Jira epic turns into criteria, design, code and tests via agents; humans only review and approve the PR.
Feature delivery pipeline
- Epic PROJ-4821 "Invoice PDF export" moved to Ready, 3 sub-tasks
- Epic description, comments and 2 linked design files read
- 3 user stories and 11 acceptance criteria written (Gherkin), PROJ-4821 updated
- Plan: design → branch + code → tests → PR → human review → merge
- Design note published: billing-service + new /invoices/{id}/pdf endpoint
- Branch feature/PROJ-4821 created, 6 files changed (+412 / −38), build green
- CI: 14 unit + 4 integration tests written and run, 18/18 passed, coverage 87%
- Acceptance criteria 11/11 met, coverage above the 80% threshold → PR #2291 ready
- PR #2291 → senior engineer reviewed, 2 comments addressed, approved
- PR #2291 squash-merged to main; PROJ-4821 moved to "Done"
Simulation · derived from real agent definitions · every agent can be built by dialogue with the Autonomous Agent and validated with a test corpus
Epic moved to the "Ready" column in Jira (webhook)
PR merged to main with human approval, tests green, Jira and Confluence up to date
Agents
Delivery Supervisor
Decomposes the objective, delegates to agents, manages approval points, merges the result.
Analyst Agent
Breaks the epic into user stories and acceptance criteria
read_jira_issuewrite_acceptance_criteriaupdate_jira_issueArchitect Agent
Writes the technical design, identifies affected services and the API contract
search_codebasedraft_design_docpublish_confluence_pageDeveloper Agent
Creates the branch, writes the code, builds, opens the PR
create_branchedit_filesrun_buildopen_pull_requestTester Agent
Writes tests from acceptance criteria, runs them, reports coverage
generate_testsrun_testsreport_coverageSteps
| # | Kind | Agent | What happens | System | ms | tok |
|---|---|---|---|---|---|---|
| 01 | ingest | Delivery Supervisor | Epic PROJ-4821 "Invoice PDF export" moved to Ready, 3 sub-tasks | — | 200 | — |
| 02 | retrieve | Analyst Agent | Epic description, comments and 2 linked design files read | Jira | 420 | — |
| 03 | reason | Analyst Agent | 3 user stories and 11 acceptance criteria written (Gherkin), PROJ-4821 updated | — | 1,600 | 2,400 |
| 04 | plan | Delivery Supervisor | Plan: design → branch + code → tests → PR → human review → merge | — | 300 | 220 |
| 05 | write | Architect Agent | Design note published: billing-service + new /invoices/{id}/pdf endpoint | Confluence | 1,900 | 3,100 |
| 06 | write | Developer Agent | Branch feature/PROJ-4821 created, 6 files changed (+412 / −38), build green | GitHub | 3,600 | 9,800 |
| 07 | tool | Tester Agent | CI: 14 unit + 4 integration tests written and run, 18/18 passed, coverage 87% | CI Runner (GitHub Actions) | 2,800 | 4,200 |
| 08 | verify | Tester Agent | Acceptance criteria 11/11 met, coverage above the 80% threshold → PR #2291 ready | — | 640 | 520 |
| 09 | approval | Delivery Supervisor | PR #2291 → senior engineer reviewed, 2 comments addressed, approved | — | 4,000 | — |
| 10 | write | Developer Agent | PR #2291 squash-merged to main; PROJ-4821 moved to "Done" | GitHub | 520 | — |
CI/CD release pipeline
Build, tests, scans and staging run unattended; production ships only on release-manager approval, via ArgoCD.
Incident response and hotfix
Alert fires, bug reproduced, patch and regression run ready; on-call approves, post-mortem already drafted.
Code review and security gate
Agents review, scan and coverage-check every PR; fixes land first, a human approves only clean PRs.
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