There's been a clear shift from 2023's you need RAG to 2026's agentic search outperforms RAG.We made the switch at Cosmico when building AI-native applications with Claude Code. Agentic search gives us better accuracy but at higher cost per query.For those running production systems:1. What prompted your switch (or decision to stick with RAG)? 2. What broke during the transition? 3. What's your...
There's been a clear shift from 2023's you need RAG to 2026's agentic search outperforms RAG.We made the switch at Cosmico when building AI-native applications with Claude Code. Agentic search gives us better accuracy but at higher cost per query.For those running production systems:1. What prompted your switch (or decision to stick with RAG)? 2. What broke during the transition? 3. What's your...
https://github.com/agentdx/agentdx
MCP servers are proliferating fast, but most have vague tool descriptions and incomplete schemas that make LLMs pick the wrong tool or fill parameters incorrectly.AgentDX is a CLI that measures this. Two commands:- `npx agentdx lint` — static analysis of tool descriptions, schemas, and naming. 18 rules, zero config, no API key. Produces a lint score.- `npx agentdx bench` — sends your tool...