Posted inAI & Developer Tools
Codebase Rag: Build a Codebase-Aware AI Assistant That Does Not Hallucinate Your API
A senior-engineer guide to codebase RAG, with production-ready patterns, trade-offs, and practical examples.
Posted inAI & Developer Tools
Llm Code Generation: Structured Output, AST Manipulation, and Avoiding Hallucinated APIs
A senior-engineer guide to LLM code generation, with production-ready patterns, trade-offs, and practical examples.
Posted inAI & Developer Tools
Claude Code vs Cursor vs GitHub Copilot: Choose by Workflow, and Set Up One Repo That Works With All Three
Claude Code, Cursor and GitHub Copilot compared by workflow from vendor docs (October 2026): surfaces, cloud agents, PR review, AGENTS.md, hooks, MCP, plus tested setup.
Posted inAI & Developer Tools
Vibe Coding: The Professional Developer Guide to Cursor, Claude, and Copilot
A senior-engineer guide to vibe coding, with production-ready patterns, trade-offs, and practical examples.
Posted inAI & Developer Tools
Multi-Agent Systems: How to Build Agent Teams That Do Not Hallucinate Each Other Into Failure
A senior-engineer guide to multi-agent systems, with production-ready patterns, trade-offs, and practical examples.
Posted inAI & Developer Tools
AI Agent Frameworks in 2025: LangGraph vs CrewAI vs AutoGen vs Raw API
A senior-engineer guide to AI agent frameworks, with production-ready patterns, trade-offs, and practical examples.
Posted inAI & Developer Tools
Building Production AI Agents: Tool Calling, Memory, and Orchestration That Actually Work
A senior-engineer guide to production AI agents, with production-ready patterns, trade-offs, and practical examples.