RAG vs MCP: What They Do, Why They Are Not Alternatives
Coworker AI explains RAG vs MCP: retrieval fetches knowledge, MCP is a connection standard. They solve different problems and most systems need both.
Coworker AI Blog7 min read
Model Context Protocol
39 stories
What Is Context Rot? Why Long Contexts Degrade and What to Do About It
Coworker AI explains context rot: why model accuracy falls as the context window fills, how to measure it, and why retrieval and a knowledge graph beat volume.
Coworker AI Blog9 min read
What Is LLM Observability? Traces, Evals, and What to Actually Measure
Coworker AI explains LLM observability: traces, spans, token and cost tracking, evaluation, and why traditional monitoring misses what matters.
Coworker AI Blog8 min read
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