Architecture & Systems

Release It!

Production-ready software patterns for stability and resilience

Build production-ready software using Michael Nygard's patterns for stability, resilience, and operational readiness. This skill equips your AI agent with circuit breakers, bulkheads, timeouts, and anti-patterns to avoid when deploying systems that must stay running.

Release It! by Michael T. Nygard

Release It!

by Michael T. Nygard

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Install this skill
npx skills add wondelai/skills/release-it --global

This skill is compatible with Claude, Claude Code, Claude Cowork, Codex, Cursor, OpenClaw, Hermes Agent, and other agentskills.io-compatible agents.

Key Concepts

What your agent learns

Circuit Breakers

Detect failing dependencies and stop calling them temporarily — prevent cascading failures across your system.

Bulkheads

Partition system resources so a failure in one area cannot exhaust resources needed by other areas.

Timeouts & Retries

Set aggressive timeouts on every integration point and use exponential backoff with jitter for retries.

Stability Anti-Patterns

Avoid integration point failures, cascading failures, unbounded result sets, and slow responses that block threads.

Deployment & Operations

Design for transparency with health checks, metrics, and logging. Plan for zero-downtime deployments and rollback.

About the Author

Michael T. Nygard

Software architect, 30+ years building large-scale production systems

Michael T. Nygard is a software architect with over 30 years of experience building and operating large-scale systems. He has worked across finance, retail, and government, and is known for bridging the gap between development and operations.

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Example Prompts

Try these with the skill installed

Add circuit breakers and bulkheads to our microservice communication layer using release-it skill

Resilience

Audit this service for stability anti-patterns using release-it skill

Architecture review

Design a deployment pipeline with zero-downtime and automatic rollback using release-it skill

DevOps

Add health checks, metrics, and structured logging to this service using release-it skill

Observability
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Put it to work

Guides that use this skill

Improve · App

How to Improve an Existing App with AI Skills

Read guide Deep dive · Engineering

From Vibe-Coded Prototype to Production-Ready Product

Read guide Deep dive · Engineering

How to Refactor a Codebase Buried in Technical Debt

Read guide Deep dive · Architecture

How to Design the Best Possible Architecture for a New App

Read guide

Install Release It!

Free, open-source, and ready in 30 seconds.

npx skills add wondelai/skills/release-it --global
Browse on GitHub See All Skills

MIT Licensed · Works with Claude, Claude Code, Claude Cowork, Codex, Cursor, OpenClaw, Hermes Agent & other agentskills.io agents · No account needed

Prove it

Don’t guess your AI engineering level.
Measure it.

25 questions · ~8 min · Free

For hands-on developers

AI Developer Scorecard

How production-grade is your AI engineering?

Twenty-five questions across the practices that separate vibe-coding from production-grade engineering. Instant score, per-section breakdown, and a 30/60/90-day playbook.

Score 0–75 · 30/60/90-day playbook Score yourself For CTOs & founders

CTO Scorecard

Is your engineering team ready for AI at scale?

Twenty-five questions on how your org adopts AI — adoption, governance, automation, and ROI. See where you sit on the path from Reactive to Strategic Leader.

Score 0–75 · Reactive → Strategic Leader Score your org