ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Rate limiting and caching strategy for backend services.
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See how to installReview the instructions the agent will receive before you install.
Stack: Fastify + Prisma + PostgreSQL + Redis + Zod + TypeScript.
Default algorithm: Sliding Window Counter. Three tiers required: CDN/WAF, API Gateway, App Middleware (Redis). Use rate-limiter-flexible with Redis.
→ Read references/rate-limit-config.md for algorithm comparison, implementation tiers, recommended limits per endpoint, key dimensions, response headers, and failure modes
Rule Zero: Before caching, profile. Caching hides problems a database index would solve. Default pattern: cache-aside. Default invalidation: short TTL.
→ Read references/cache-strategy.md for cache layer decision table, TTL strategy, patterns, stampede prevention, HTTP headers, and Redis key conventions
→ Read references/anti-patterns.md for rate limiting (7 items) and caching (11 items) anti-patterns
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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