Guides
Long-form guides that connect recipes and patterns into complete solutions.
210 results
Complete Guide to AI Agents in Production
Build production AI agents. Covers agent architectures, tool use, planning, memory, multi-agent...
Complete Guide to LangChain in Production
Run LangChain in production. Covers chains, agents, memory, tools, LCEL, streaming, callbacks, RAG...
Complete Guide to LLM Application Architecture
Build production LLM applications end-to-end. Covers API layers, prompt management, streaming,...
Complete Guide to LLM Cost Optimization
Optimize LLM costs in production. Covers model routing, prompt compression, caching, batch API,...
Complete Guide to LLM Evaluation
Evaluate LLM applications in production. Covers RAGAS, LLM-as-judge, human evaluation, A/B testing,...
Complete Guide to LLM Prompt Engineering
Write effective prompts for AI models. Covers prompt patterns, few-shot learning, chain-of-thought,...
Complete Guide to LLM Security
Secure LLM applications in production. Covers prompt injection, jailbreaks, data leakage, OWASP Top...
Local LLM Deployment: Ollama, vLLM & llama.cpp
Deploy large language models locally and on-premise. Covers Ollama, vLLM, llama.cpp, quantization,...
Complete Guide to OpenAI API Mastery
Master the OpenAI API in production. Covers chat completions, streaming, function calling,...
Complete Guide to RAG in Production
Build production RAG systems. Covers chunking strategies, embedding models, vector stores,...
Complete Guide to Vector Databases
Compare and use vector databases in production. Covers Pinecone, Weaviate, Chroma, pgvector,...
Complete Guide to API Versioning Strategies
Version REST and GraphQL APIs with URI, header, query param, and content negotiation strategies....
Complete Guide to GraphQL Caching
Cache GraphQL responses at every layer: CDN, gateway, DataLoader, persisted queries, and...
Complete Guide to GraphQL Federation
Build unified GraphQL APIs across multiple services with Apollo Federation. Covers subgraphs,...
GraphQL Federation in Production
Run federated GraphQL in production with confidence. Covers subgraph composition, gateway...
Complete Guide to GraphQL Schema Design
Design GraphQL schemas for evolution, performance, and maintainability. Covers type design,...
Complete Guide to GraphQL Security
Secure GraphQL APIs against introspection leaks, query depth attacks, cost-based DoS, batching...
Complete Guide to GraphQL Testing
Test GraphQL APIs at every layer: unit tests for resolvers, integration tests for schema, E2E tests...
REST API Design Guide
A thorough guide to designing clean, scalable, and maintainable REST APIs.
API Gateway Design: Resilience, Routing, and Security
A practical guide to designing API gateways: routing patterns, rate limiting, authentication,...
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