Technical Guides

Architecture, agy & VS Code setup, custom server development in Python & Node.js, tools & resources integration.

Terminal AI agents, skills, sub-agent orchestrations, token optimization, and real-world developer workflows.

Chunking strategies, embeddings mechanics, Haystack, Cohere API, and hybrid search architectures.

Practical enterprise workflows, document QA, agentic chains, and automated tasks.

Autonomous agent loops, tool calling mechanisms, memory systems, and production safety guardrails.

System prompt crafting, few-shot prompting, hallucinations mitigation, and ethical AI development.