Why Single Agents Often Beat Multi-Agent Systems
Why many apparent multi-agent gains are really test-time compute gains, and when extra agents are still worth the complexity.
Blog posts tagged
ARCHITECTURE Page 1
Agentic UI: Comparing AG-UI, MCP-UI, and A2A Protocols
A practical comparison of three emerging agent protocols, what layer each one solves, and when to use them together.
How LLMs Come Into Being: A Beginner-Friendly Guide to Data, Tokens, Training, and Inference
A beginner-friendly but detailed guide to how large language models are built, trained, aligned, and run in production.
Parallel State Machines: Modelling Independent Behaviour Without a Giant FSM
When one workflow is not enough, parallel state machines keep independent concerns separate, testable, and easier to reason about.
State Machines in Practice: Advantages, Disadvantages, and a TypeScript Example
A practical, engineer-friendly look at state machines: why they’re great, where they hurt, and a clean TypeScript finite-state-machine example.
The majestic monolith architecture
The majestic monolith architecture