Contract Testing — API Consumer/Provider Pact
Implement consumer-driven contract testing with Pact. Ensure API changes don't break consumers without running full integration tests.
Copilot (GitHub)Claude Code
#consumer-driven#testing#api+2
896 views89 copies+105Fresh GitHub Actions — Monorepo CI/CD Matrix
CI/CD pipeline for a monorepo with path-based triggers, parallel builds, shared caching, and conditional deployments per package.
Copilot (GitHub)Gemini Code AssistClaude Code
#automation#monorepo#caching+2
1,131 views150 copies+103Fresh Observability Stack — Logs, Metrics, Traces
Set up a complete observability stack. Structured logging, Prometheus metrics, distributed tracing with OpenTelemetry — correlated with trace IDs.
Copilot (GitHub)Claude Code
#logging#observability#opentelemetry+2
1,044 views159 copies+100Fresh Server Actions — Next.js Form Mutations
Build type-safe server actions for Next.js forms. Validation, error handling, optimistic updates, and revalidation — the modern mutation pattern.
Copilot (GitHub)Claude CodeCursor
#server-actions#mutations#react+2
1,080 views121 copies+99Fresh Kubernetes Horizontal Pod Autoscaler — Custom Metrics
Configure Kubernetes HPA with custom application metrics. Scale on queue depth, response latency, or business KPIs — not just CPU.
Copilot (GitHub)Claude Code
#hpa#kubernetes#prometheus+2
598 views224 copies+99Fresh Prompt Template Engine — Variable Injection
Build a prompt template engine that supports variables, conditionals, loops, and includes. Like Handlebars but for LLM prompts.
Copilot (GitHub)Claude Code
#automation#templates#engine+2
660 views195 copies+98Fresh Docker Compose — Full Dev Environment
Production-grade Docker Compose setup for a full-stack app. App, DB, Redis, worker, nginx — with hot reload, health checks, and named volumes.
Copilot (GitHub)Gemini Code AssistClaude Code
#hot-reload#docker#containers+2
874 views277 copies+91Fresh Mutation Testing — Kill the Mutants
Set up mutation testing to verify your tests actually catch bugs. Stryker mutates your code and checks if tests fail — the ultimate test quality metric.
Copilot (GitHub)Claude Code
#coverage#test-quality#testing+2
273 views152 copies+91Fresh Deno 2 REST API — Permissions & Standards
Build a REST API with Deno 2 using Web Standards APIs. Secure by default with explicit permissions, built-in testing, and zero config.
Copilot (GitHub)Cursor
#rest-api#deno#permissions+2
360 views146 copies+90Fresh AI Agent with Tool Use — ReAct Pattern
Build an AI agent that reasons and acts using tools. ReAct loop with function calling, error recovery, and conversation memory.
Copilot (GitHub)Claude CodeCursor
#autonomous#ai-agent#function-calling+2
1,177 views326 copies+78Fresh AI Code Review Bot — PR Analysis
Build a GitHub PR review bot that uses LLMs to analyze code changes, detect issues, and post review comments automatically.
Copilot (GitHub)Gemini Code AssistClaude Code
#automation#github#ci-cd+2
517 views305 copies+77Fresh Snapshot Testing — Visual Regression CI
Set up visual regression testing in CI with Playwright. Capture screenshots, compare against baselines, and block PRs on visual changes.
Copilot (GitHub)Cursor
#playwright#testing#ci+2
973 views73 copies+75Fresh Bun SQLite — Local-First App Backend
Build a fast local-first backend using Bun's built-in SQLite. CRUD API, migrations, full-text search, and WAL mode for concurrent reads.
Copilot (GitHub)Cursor
#database#api#bun+2
704 views326 copies+65Fresh Structured Output Parser — JSON from LLM
Reliably extract structured JSON from LLM responses. Schema validation, retry on malformed output, and fallback parsing strategies.
Copilot (GitHub)Claude CodeCursor
#structured-output#parsing#json+2
897 views162 copies+63Fresh Embedding-Based Code Search — Semantic IDE
Build a semantic code search engine using embeddings. Search by intent ('function that validates email') rather than exact text matches.
Copilot (GitHub)Claude Code
#semantic#vector-db#code-search+2
830 views263 copies+63Fresh tRPC v11 — End-to-End Type Safety
Build a full tRPC v11 setup with procedures, middleware, subscriptions, and React Query integration. Full-stack TypeScript type safety.
Copilot (GitHub)Claude CodeCursor
#fullstack#api#react-query+2
594 views61 copies+63Fresh LLM Cost Tracker — Token Usage Dashboard
Track LLM API costs across multiple providers. Token counting, cost calculation, budget alerts, and per-feature usage attribution.
Copilot (GitHub)Cursor
#tokens#budget#llm+2
572 views116 copies+59Fresh Web Worker Pool — CPU-Intensive Tasks
Build a Web Worker pool that distributes CPU-intensive tasks across threads. Task queue, load balancing, and progress reporting.
Copilot (GitHub)Cursor
#concurrency#pool#threading+2
663 views154 copies+58Fresh Terraform Module — AWS VPC + ECS Fargate
Reusable Terraform module for a production AWS setup. VPC with public/private subnets, ECS Fargate service, ALB, RDS, and CloudWatch monitoring.
Copilot (GitHub)Gemini Code AssistClaude Code
#ecs#terraform#vpc+2
1,269 views112 copies+56Fresh Fine-Tuning Data Prep — Dataset Formatter & Validator
Advanced code generation prompt. Fine-Tuning Data Prep with customizable parameters for professional results.
Copilot (GitHub)
#ml#data-prep#validation+2
364 views18 copies+52Aging Electron IPC Bridge — Secure Main/Renderer Communication
Advanced code generation prompt. Electron IPC Bridge with customizable parameters for professional results.
Copilot (GitHub)
#bridge#electron#security+2
561 views17 copies+51Aging Playwright Visual Regression — Screenshot Comparison
Advanced code generation prompt. Playwright Visual Regression with customizable parameters for professional results.
Copilot (GitHub)
#playwright#testing#ci+2
450 views36 copies+50Aging CodeYour contentIntermediate SvelteKit Route — Load Function & Form Actions
Craft sveltekit route with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#sveltekit#svelte#routing+2
400 views23 copies+50Aging CodeYour contentIntermediate Nginx Configuration — Reverse Proxy + SSL
Craft nginx configuration with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#webserver#reverse-proxy#config+2
245 views27 copies+49Aging Cron Job Manager — Scheduled Tasks in Node
A beginner-level code prompt for creating cron job manager. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)Claude Code
#automation#node#cron+2
240 views18 copies+48Aging CodeYour contentIntermediate Bun HTTP Server — Ultra-Fast TypeScript Backend
Craft bun http server with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#http#server#bun+2
144 views22 copies+48Aging CodeYour contentIntermediate Code Splitting Config — Dynamic Import Strategies
Craft code splitting config with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#webpack#code-splitting#dynamic-import+2
188 views34 copies+47Stale CodeYour contentIntermediate Input Sanitizer — XSS & Injection Prevention
A intermediate-level code prompt for creating input sanitizer. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)
#injection#xss#validation+2
184 views31 copies+46Stale Event Sourcing — CQRS Command & Query Pattern
Advanced code generation prompt. Event Sourcing with customizable parameters for professional results.
Copilot (GitHub)Gemini Code Assist
#cqrs#patterns#event-sourcing+2
405 views25 copies+45Aging React Server Components — Data Patterns
Master React Server Components data fetching patterns. Server-only queries, streaming with Suspense, waterfall prevention, and cache strategies.
Copilot (GitHub)Claude CodeCursor
#rsc#react#suspense+2
730 views211 copies+43Fresh CodeYour contentIntermediate SQLite Full-Text Search — FTS5 Index & Query
Intermediate code generation prompt. SQLite Full-Text Search with customizable parameters for professional results.
Copilot (GitHub)
#query#fts5#database+2
215 views28 copies+43Aging CodeYour contentIntermediate Rate Limiter Implementation — Token Bucket
Craft rate limiter implementation with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#algorithm#token-bucket#api+2
172 views24 copies+43Aging Custom ESLint Rule — AST-Based Code Analysis
A advanced-level code prompt for creating custom eslint rule. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)
#ast#linting#eslint+2
129 views31 copies+43Stale Pub/Sub Message Broker — Redis Streams Pattern
Craft pub/sub message broker with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)
#redis#streams#message-broker+2
168 views24 copies+42Stale CodeYour contentIntermediate E2E Test Suite — Playwright Scenarios
Craft e2e test suite with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#automation#playwright#browser+2
492 views15 copies+41Aging CodeYour contentIntermediate Prometheus Alert Rules — SRE Monitoring
Craft prometheus alert rules with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#alerts#rules#prometheus+2
120 views22 copies+40Stale Database Seed Script — Faker + Relations
Beginner code generation prompt. Database Seed Script with customizable parameters for professional results.
Copilot (GitHub)Claude Code
#database#testing#faker+2
429 views25 copies+39Stale Streaming LLM Response — Server-Sent Events
Implement streaming LLM responses with Server-Sent Events. Token-by-token output from API to browser with proper error handling and abort.
Copilot (GitHub)Claude CodeCursor
#api#sse#server-sent-events+2
277 views104 copies+39Fresh CodeYour contentIntermediate Solid.js Signal Store — Reactive State Management
A intermediate-level code prompt for creating solid.js signal store. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)
#reactivity#signals#state-management+1
234 views21 copies+39Stale Pulumi Stack — Infrastructure as Real Code
A advanced-level code prompt for creating pulumi stack. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)
#iac#pulumi#cloud+2
190 views18 copies+38Stale Zero-Downtime Deployment — Blue/Green with Health Checks
Implement zero-downtime deployments with blue/green strategy. Health check gates, gradual traffic shift, and automatic rollback on failure.
Copilot (GitHub)Claude Code
#blue-green#zero-downtime#deployment+2
1,086 views218 copies+36Fresh API Fuzzing — Property-Based Endpoint Testing
Fuzz your API endpoints with random but valid inputs. Find edge cases, crashes, and 500 errors that manual testing misses.
Copilot (GitHub)Claude Code
#property-testing#automated-testing#api+2
1,300 views61 copies+35Fresh Kubernetes Manifest Generator — Production Ready
A advanced-level code prompt for creating kubernetes manifest generator. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)Claude Code
#devops#kubernetes#manifest+2
210 views19 copies+35Stale CodeYour contentIntermediate SQL Migration Script — Schema Evolution
Craft sql migration script with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#evolution#database#migration+2
408 views26 copies+34Aging CodeYour contentIntermediate Vitest Mock Factory — Module & API Mocking
Intermediate code generation prompt. Vitest Mock Factory with customizable parameters for professional results.
Copilot (GitHub)Gemini Code Assist
#api-mock#unit-test#testing+2
204 views26 copies+34Aging CodeYour contentIntermediate Docker Compose — Full Stack Dev Environment
Craft docker compose with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#containerized#fullstack#docker-compose+1
352 views16 copies+32Aging GitHub Actions CI/CD Pipeline — Full Stack App
Craft github actions ci/cd pipeline with this structured code prompt. Adjustable variables let you fine-tune the output.
Copilot (GitHub)Claude Code
#automation#deployment#ci-cd+2
192 views16 copies+32Stale RAG with Reranking — Hybrid Search Pipeline
Build a Retrieval-Augmented Generation pipeline with hybrid search (vector + keyword) and a reranking step for higher precision answers.
Copilot (GitHub)Claude Code
#reranking#rag#vector-db+2
685 views314 copies+31Fresh GitHub PR Review Bot — Automated Feedback
Advanced code generation prompt. GitHub PR Review Bot with customizable parameters for professional results.
Copilot (GitHub)Claude Code
#automation#github#bot+2
248 views11 copies+31Stale CodeYour contentIntermediate AWS Lambda Handler — Serverless Function
A intermediate-level code prompt for creating aws lambda handler. Fill in the variables to customize the output for your specific needs.
Copilot (GitHub)Claude Code
#cloud#lambda#serverless+2
360 views9 copies+30Stale