venutian-antfarm

Example 05: Operational Maturity

A fintech API platform at Walk pace with 8 completed items of history. Three specialists with dense cross-team pathways, tuned knowledge distribution, multi-floor governance (compliance + behavioral), and overrides on scrum-master and CKO reflecting lessons learned. This is what the framework looks like after it’s had time to learn.

What This Teaches Beyond 04

• What a mature fleet looks like after multiple iterations
• Multi-floor governance — compliance floor (CRO guardian) + behavioral floor (COO guardian)
• Three specialists with dense cross-team coordination (including e2e-test-engineer)
• Tuning knowledge and retro cadences as the fleet matures
• SM and CKO overrides reflecting operational learning
• Seeded metrics producing a real DORA dashboard via setup.sh
• Floor compilation in setup.sh — compiles both floors during setup

Structure

05-operational-maturity/
├── .claude/
│   ├── agents/
│   │   ├── frontend-specialist.md  # Fintech frontend (extends harness)
│   │   ├── backend-specialist.md   # Fintech backend (extends harness)
│   │   └── e2e-test-engineer.md    # Full-stack E2E testing (extends harness)
│   └── overrides/
│       ├── scrum-master.md         # Retro every 3, pace monitoring
│       └── cko.md                  # Walk-pace knowledge distribution
├── floors/
│   ├── compliance.md               # 5 rules + 3 enforcement blocks (fintech-oriented)
│   └── behavioral.md               # 2 rules + 1 enforcement block (process quality)
├── fleet-config.json               # Walk pace, 3 specialists, multi-floor, dense pathways
├── ops/
│   ├── checks/
│   │   └── verify-transactions.sh  # Custom enforcement script (transaction validation)
│   └── deploy.sh                   # Deploy stub with idempotency/E2E checks
└── setup.sh                        # Seeds metrics history, compiles floors

Try It

ops/test-example.sh 05-operational-maturity
# cd into the worktree, open Claude Code

What to Try

1. ops/dora.sh — See a dashboard with real history (seeded by setup.sh)
2. ops/dora.sh --sm — See the SM’s pace recommendation based on metrics
3. ops/dora.sh --flow — See handoff quality across specialist boundaries
4. /po — Notice the fleet is at Walk pace, not Crawl
5. Build a feature — watch three specialists coordinate with dense pathways
6. ops/pathways.sh — Compare declared vs actual agent communication
7. Notice multi-floor governance — compliance floor guards financial data, behavioral floor guards process quality

Prerequisites

You should be comfortable with all previous examples. This one shows the operational destination — what earlier examples are building toward.

This site is open source. Improve this page.