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Fuzz your API endpoints with random but valid inputs. Find edge cases, crashes, and 500 errors that manual testing misses.
Reusable Terraform module for a production AWS setup. VPC with public/private subnets, ECS Fargate service, ALB, RDS, and CloudWatch monitoring.
Build an AI agent that reasons and acts using tools. ReAct loop with function calling, error recovery, and conversation memory.
CI/CD pipeline for a monorepo with path-based triggers, parallel builds, shared caching, and conditional deployments per package.
Implement zero-downtime deployments with blue/green strategy. Health check gates, gradual traffic shift, and automatic rollback on failure.
Build type-safe server actions for Next.js forms. Validation, error handling, optimistic updates, and revalidation — the modern mutation pattern.
Set up a complete observability stack. Structured logging, Prometheus metrics, distributed tracing with OpenTelemetry — correlated with trace IDs.
Set up visual regression testing in CI with Playwright. Capture screenshots, compare against baselines, and block PRs on visual changes.
Reliably extract structured JSON from LLM responses. Schema validation, retry on malformed output, and fallback parsing strategies.
Implement consumer-driven contract testing with Pact. Ensure API changes don't break consumers without running full integration tests.
Production-grade Docker Compose setup for a full-stack app. App, DB, Redis, worker, nginx — with hot reload, health checks, and named volumes.
Build a semantic code search engine using embeddings. Search by intent ('function that validates email') rather than exact text matches.
Comprehensive k6 load testing suite with smoke, load, stress, and spike test scenarios. Thresholds, custom metrics, and CI integration.
Master React Server Components data fetching patterns. Server-only queries, streaming with Suspense, waterfall prevention, and cache strategies.
Build a fast local-first backend using Bun's built-in SQLite. CRUD API, migrations, full-text search, and WAL mode for concurrent reads.
Build a Retrieval-Augmented Generation pipeline with hybrid search (vector + keyword) and a reranking step for higher precision answers.
Build a Web Worker pool that distributes CPU-intensive tasks across threads. Task queue, load balancing, and progress reporting.
Build a prompt template engine that supports variables, conditionals, loops, and includes. Like Handlebars but for LLM prompts.
Configure Kubernetes HPA with custom application metrics. Scale on queue depth, response latency, or business KPIs — not just CPU.
Build a full tRPC v11 setup with procedures, middleware, subscriptions, and React Query integration. Full-stack TypeScript type safety.
Track LLM API costs across multiple providers. Token counting, cost calculation, budget alerts, and per-feature usage attribution.
Build a GitHub PR review bot that uses LLMs to analyze code changes, detect issues, and post review comments automatically.
Craft e2e test suite with this structured code prompt. Adjustable variables let you fine-tune the output.
Build an edge function that routes requests by geography, applies rate limiting, and transforms responses — all at the edge for minimal latency.