ia-qa.com/mcp llm and RAG testing - Dev/QA toolbox
IA-QA as an MCP Server
目录 / 搜索检索 / AI Dev Engineer — AI开发工程师全流程工作流
AI开发工程师全流程工作流。覆盖需求分析→技术选型→数据处理→AI核心开发(Prompt/Agent/RAG/微调)→后端服务→前端交互→测试评估→部署运维→性能优化→LLMOps→安全护栏10大阶段。面向LLM应用开发全链路,提供代码模板、架构决策框架、调试排查指南。触发词: AI开发, AI工程师, AI全栈, LLM应用开发, Agent开发, RAG开发, Prompt工程, 模型微调, AI部署, AI后端, AI前端, 搭建AI应用, AI系统设计, AI架构, MLOps, LLMOps, AgentOps, AI安全, Prompt注入, AI合规, 模型网关, 智能路由, AI dev, LLM app, AI fullstack, build AI app, AI system design, AI safety, guardrails.
| 版本 | 存档时间 | 内容哈希 | 内容 |
|---|---|---|---|
| v1 | 2026-09-26 05:18 | cb16bbf3 | 可取 |
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IA-QA as an MCP Server
DACH B2B opportunity intelligence with FIT/NEED/NOW scoring and MCP access
Chemical intelligence for compound structure search, fragment analysis, and ADMET property prediction
Provide a comprehensive spellbook for Dungeons & Dragons 5th Edition to enhance your gameplay experience
Calculate and compare global shipping costs including detention, demurrage, and local port charges
Calculate detention, demurrage, and local shipping charges for ports worldwide
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