Why Resilience Orbit?
A simple loop that aligns product, platform, and operations.
Every cycle ends with a one‑page scorecard and two next actions.
Short cycles reduce time to value and improve recovery quickly.
Turns resilience into a steady habit, not a one‑off project.
Resilience Loop
Ship a self‑healing change → run a targeted chaos test → publish the executive scorecard. Repeat every 21 days.
How to Incorporate into Agile & DevOps
- Add label
Resilience
(orOrbit
). - Create 1–3 small resilience stories per sprint for one critical service.
- Reserve ~10% of capacity.
- Pick one service + one failure mode to improve.
- Add a resilience outcome to the sprint goal.
- Standups: 30‑sec “any resilience risks/signals?”
- DoR: service, failure mode, metric defined.
- DoD: runbook updated, alert owner set, SLO tile visible, small chaos check.
- [ ] Runbook link added - [ ] SLO impact reviewed (dashboard link) - [ ] Alert maps to a human - [ ] Rollback/flag path verified
- Add a tiny post‑deploy “resilience” job with a safe chaos smoke in staging/prod‑like.
- Gate on dashboard health or a simple probe.
- Ship one safety flag per sprint (kill‑switch/degrade/traffic shift).
- Define one SLO per service; add one alert + one runbook link.
Use it now: PR & DoD
- [ ] Runbook link added - [ ] SLO impact reviewed (dashboard link) - [ ] Alert maps to a human - [ ] Rollback/flag path verified
- [ ] Runbook updated (5 lines: Symptom → First action → Owner → Escalation → Rollback/flag) - [ ] Alert owner set - [ ] SLO tile visible (dashboard link) - [ ] Rollback/flag path verified
21‑Day Cadence at a Glance
Anticipate → Fortify → Validate → Evolve. Gates at Days 7, 14, and 18. Publish the executive scorecard on Day 21.
Downloads & Guides
Cadence, checklists, scoring model, and playbooks.
21‑day starter: scope, self‑healing, chaos drill, scorecard.
90‑minute recipe to ship one self‑healing safety today.
Use the template, see a sample, and read the short guide.
Sample Resilience Orbit by Industry
Retail / Services
- Volatility: seasonal spikes; POS/service desk outages.
- Metrics: checkout success; queue time; reconciliation accuracy.
- Upgrades: offline‑capable flows; payment failover; live store health dashboards.
Payments / FinTech
- Volatility: gateway latency; issuer declines.
- Metrics: auth rate; chargeback ratio; settlement timing.
- Upgrades: smart retries; provider failover; webhook hardening.
SaaS / Platforms
- Volatility: noisy neighbor; multi‑tenant load.
- Metrics: error budgets; rollback time; ticket volume.
- Upgrades: progressive delivery; circuit breakers; golden signals dashboards.
Healthcare
- Volatility: EMR integrations; identity assurance; privacy constraints.
- Metrics: SLO uptime; message delivery success; MTTA/MTTR.
- Upgrades: idempotent interfaces; queue backpressure; DR tests with audit trail.
Manufacturing / OT
- Volatility: factory network reliability; edge device drift.
- Metrics: data freshness; job success rate; mean time between failures.
- Upgrades: edge buffering; drift detection; offline safe modes.
Public Sector
- Volatility: traffic bursts around deadlines; policy changes.
- Metrics: page success rate; queue time; case resolution time.
- Upgrades: autoscaling; CDN optimization; accessibility monitoring.
About the Creator
Resilience Orbit™ was created by Sumaya Shakir to help teams run resilience like a product—small loops, measurable outcomes, and pragmatic engineering. For speaking, workshops, or implementation help, email [email protected].