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by boulevard
324 days ago
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A developer‑focused guide on implementing the Model Context Protocol (MCP) as a cloud‑hosted tooling layer for LLM apps. Grounded in a working implementation we built and deployed; includes tuning notes, metrics, and pitfalls. - Why MCP vs. bespoke adapters
- Architecture (gateway + small Python services)
- Runtime loop (pause/execute/resume)
- Budgets, timeouts, retries, circuit breakers
- Security/governance (least privilege, audit)
- Observability (latency/error metrics)
- Examples (RAG chat, CRM triage, doc indexing)
- Migration tips |
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