Knowledge Collection
Articles, guides, and reference architectures for TypeScript AI engineering.
agents
reference
ai-dev
Cedar-OS + Mastra Integration Guide
Complete reference for wiring backend AI agents to frontend UI updates. State management patterns, Cedar-structured responses, message renderers, and debugging checklist—zero boilerplate required.
10/13/2025
agents
reference
ai-dev
Cedar-OS: Breaking AI Out of the Chat Window
A deep dive into the open-source framework that transforms AI from text-based advisor to state-aware copilot through differential history and agentic state management.
10/3/2025
ai-dev
tokens
Tokens vs Characters for TypeScript Devs
Why tokens are the unit that matters for cost, latency, and model behavior—explained with practical TS code.
9/1/2025
ai-dev
agents
Beyond Autocomplete: Agent Loops for Real Work
Why IDE assistants are table stakes—and how agent loops unlock new workflows for teams.
7/24/2025