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
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
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
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
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.
Posted inAWS
Aws Lambda Cold Start: Find Exactly What Is Slow With LLRT and Init Tracing
A senior-engineer guide to AWS Lambda cold start, with production-ready patterns, trade-offs, and practical examples.
Posted inAWS
Lambda Container Images vs ZIP: When Containers Win and When They Do Not
A senior-engineer guide to Lambda container images vs ZIP, with production-ready patterns, trade-offs, and practical examples.
Posted inAWS
Aws Lambda Snapstart: Which Lambda Control to Use When
A senior-engineer guide to AWS Lambda SnapStart, with production-ready patterns, trade-offs, and practical examples.
Posted inAWS
Step Functions Express Workflows: Orchestrate Lambda at 100K Events Per Second
A senior-engineer guide to Step Functions Express Workflows, with production-ready patterns, trade-offs, and practical examples.
Posted inAWS
Aws Lambda Vpc Cold Starts: The Fix Most Teams Missed
A senior-engineer guide to AWS Lambda VPC cold starts, with production-ready patterns, trade-offs, and practical examples.