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Establish a chaos engineering program with experiment design, steady-state hypotheses, blast radius control, and organizational adoption.

Guides chaos engineering program setup with experiment design, tooling selection, and organizational adoption strategies.

Design graceful degradation and fallback strategies that maintain core functionality when dependencies fail or degrade.

Guides fallback and graceful degradation design with cached responses, feature flags, and partial functionality patterns.

Design timeout strategies with deadline propagation, timeout budgets, and cascading timeout coordination across service chains.

Guides timeout design with deadline propagation, budget allocation, and cascading timeout coordination.

Design intelligent retry strategies with exponential backoff, jitter, retry budgets, and retriable error classification.

Guides retry strategy design with backoff algorithms, jitter, budget limits, and error classification for safe retries.

Design bulkhead isolation patterns with thread pools, semaphores, and resource partitioning to contain failure blast radius.

Guides bulkhead isolation design with thread pool separation, semaphore limits, and resource partitioning strategies.

Implement circuit breaker patterns with state machines, failure thresholds, half-open probing, and observability integration.

Guides circuit breaker implementation with state machine design, threshold tuning, and monitoring integration.

Catalog and implement software resilience patterns including circuit breakers, bulkheads, retries, and graceful degradation strategies.

Delivers a comprehensive resilience pattern catalog with implementation guidance for circuit breakers, bulkheads, and fallbacks.

Establish an Architecture Decision Record (ADR) process with templates, review workflows, and a searchable decision log.

Produces an ADR template, review workflow, decision log structure, and guidelines for when to write architecture decisions.

Design a seed data strategy for local development with realistic, anonymized data that covers all application states.

Produces a seed data strategy with realistic test fixtures, state coverage, anonymization, and fast reset capabilities.

Create a debugging playbook with systematic troubleshooting steps, common issues, logging strategies, and tool guides.

Produces a debugging playbook with systematic troubleshooting workflows, common issue resolutions, and debugging tool guides.

Write a comprehensive CONTRIBUTING.md with setup instructions, coding standards, PR process, and testing requirements.

Produces a CONTRIBUTING.md with development setup, coding standards, PR workflow, testing requirements, and review process.

Create a structured codebase walkthrough that explains architecture, patterns, conventions, and key decision rationale.

Produces a codebase architecture walkthrough with module maps, data flow diagrams, and convention documentation.

Design a structured developer onboarding program that gets new hires productive within their first two weeks.

Produces a structured onboarding playbook with daily checklists, mentorship framework, and productivity milestones.

Design a branching strategy (trunk-based, GitFlow, or hybrid) with feature flags, short-lived branches, and merge policies.

Delivers a branching strategy with merge policies, feature flag integration, and guidelines for short-lived branches.

Automate pull request workflows with bots for labeling, review assignment, size checks, and merge queue management.

Delivers PR automation with auto-labeling, reviewer assignment, size enforcement, and merge queue configuration.

Automate developer environment setup with dotfiles, package managers, containers, and one-command bootstrap scripts.

Delivers automated dev environment setup with one-command bootstrap, dependency management, and reproducible configurations.

Automate releases with semantic versioning, changelog generation, and release pipelines from commit history.

Delivers release automation with semantic versioning, auto-generated changelogs, and CI/CD release pipeline configuration.

Design an automated dependency update strategy using Renovate or Dependabot with grouping, auto-merge, and security policies.

Delivers an automated dependency update strategy with Renovate/Dependabot configuration, grouping rules, and auto-merge policies.

Design a pre-commit hook pipeline using Husky, lint-staged, and commitlint for fast, non-intrusive quality checks.

Delivers a pre-commit hook pipeline with lint-staged, commit message validation, and fast incremental checks.

Optimize GitHub Actions workflows for speed, cost, and reliability with caching, matrix builds, and reusable workflows.

Delivers optimized GitHub Actions workflows with caching, parallelism, reusable workflows, and cost-reduction strategies.