Knowledge Base
A living technical reference where material claims are connected to evidence. The feed answers "what changed" — the knowledge base answers "what is this technology, how does it work, and what should you consider before adopting it."
35
7
0
Comparisons TRACE
- comparison Can a local open-weight model replace a frontier cloud model for coding? Review due
- comparison Should an AI agent use RAG or fine-tuning for private knowledge? Review due
- comparison What are structured outputs, and how are they different from JSON mode? Review due
- comparison What is agentic RAG, and how is it different from ordinary RAG? Review due
- comparison What is the best AI model for coding with a very large codebase? Review due
- comparison What is the best AI model for web research? Review due
- comparison What is the best closed model for coding? Review due
- comparison What is the best open-weight model for coding? Review due
- comparison What is the best-value coding model available through an API? Review due
- comparison When should a system use multiple AI agents instead of one agent? Review due
- comparison Which benchmark should be trusted when comparing AI coding models? Review due
Definitions TRACE
- definition What are AI guardrails, and what can they actually protect against? Review due
- definition What is AI model quantization, and does it reduce quality? Review due
- definition What is a multimodal AI model, and when is it useful? Review due
- definition What is a small language model, and when should one be used? Review due
- definition What is an AI agent, and when should one be used? Review due
- definition What is an AI model's context window, and is a larger context window always better? Review due
- definition What is the Model Context Protocol, and when should it be used? Review due
- definition What is the difference between an AI coding assistant and an AI coding agent? Review due
How-To Guides TRACE
- how to How can AI tool calling be made reliable? Review due
- how to How should AI agents manage secrets, credentials, and identity? Review due
- how to How should an AI agent be evaluated before production use? Review due
- how to How should multiple AI agents coordinate and delegate work? Review due
- how to Should an AI agent have persistent memory? Review due
- how to What is a computer-use agent, and is it safe? Review due
- how to What is model routing, and why should an AI system use more than one model? Review due
- how to What is prompt injection, and how should AI agents defend against it? Review due
- how to What is reasoning effort, and when should it be increased? Review due
- how to When should an AI agent require human approval? Review due