The Problem: Context Amnesia Across AI Agents I work with multiple AI agents every day — Cursor IDE, OpenAI Responses API, ChatGPT or OpenClaw. On top of that, I juggle dozens of repositories spanning CDK infrastructure, Rust libraries, Python…

Introduction Building AI agents that work in production requires more than wrapping an LLM API. You need tool execution, streaming responses, cost management, and integration with existing systems. After evaluating several frameworks for ai-secure…

Introduction Building production-ready AI agents requires more than just a prompt and an LLM. You need infrastructure for state management, tool execution, and secure deployment. I recently built https://ai-secure.dev, a SaaS for automated security…

Learnings Try to have complex flows solely solved by the agent. And then write deterministic code. speed. Introduction Building production-ready AI agents requires more than just a prompt and an LLM. You need infrastructure for state management, tool…