About AI Tooling Guide
We help developers navigate the rapidly evolving landscape of AI development tools.
Our Mission
The AI ecosystem is growing at an unprecedented pace. Every week, dozens of new tools, frameworks, and platforms emerge — each promising to revolutionize how we build with AI. For developers, staying on top of this landscape is both critical and overwhelming.
AI Tooling Guide exists to cut through the noise. We provide comprehensive, hands-on guides and honest reviews of AI development tools, helping you make informed decisions about your stack.
What We Cover
- LLMs & Foundation Models — GPT-4, Claude, Gemini, Llama, Mistral, and beyond
- Prompt Engineering & Orchestration — LangChain, LlamaIndex, Semantic Kernel, DSPy
- Vector Databases & RAG — Pinecone, Weaviate, ChromaDB, Qdrant, Milvus
- AI Agents & Autonomous Systems — AutoGPT, CrewAI, LangGraph, agentic workflows
- MLOps & Infrastructure — Weights & Biases, MLflow, BentoML, Ray, Modal
- Evaluation & Observability — LangSmith, Arize, Helicone, Weave
- AI Code Assistants — GitHub Copilot, Cursor, Continue, Aider
Our Approach
Every guide on this site is based on hands-on experience. We don't just read documentation — we build real projects, run benchmarks, and share what actually works. Our content is:
- Practical — Code-first tutorials with working examples
- Honest — We call out limitations and rough edges
- Up-to-date — Regularly updated as tools evolve
- Vendor-neutral — We receive no sponsorships for reviews
Contact
Have a tool you'd like us to review? Questions about a guide? Reach out on our contact page.