AI Systems
An agentic workflow is not an automation
A script repeats a path. An agentic workflow holds a goal, uses tools, and needs a ceiling.
Tag
Agentic Codebase
Repository architecture that keeps AI-agent work production-safe: layers, review gates, and durable interfaces that survive real deployments.
AI Systems
LLM integration is an operating-design problem
The scarce work is ownership, permission, and review, not the model name on the invoice.
AI Systems
MCP explained for founders
Care about the permission and the log. The logo on the protocol is the least interesting part.
AI Systems
STACK: version the agent OS like you version the app
Rules in five tools. MCP without contracts. Skills nobody owns. That is not a model problem.
AI Systems
The Agentic Codebase: Version the Agent OS Like You Version the App
Prompts in chat are not architecture. Scattered rules are not governance. STACK turns your repository into a maintainable agent operating system.