AI Agents, APIs & MCP Integrations
Original framework • Capability overview — not a client case study.
A controlled integration blueprint for agentic workflows that connect models to approved tools, data, and business systems through APIs, webhooks, function calling, and MCP servers.
The design defines task boundaries, decision points, tool contracts, data exchanges, authentication concepts, workflow state, retries, error paths, logging, evaluation, and human approval checkpoints.
Typical outputs include an orchestration graph, API and MCP integration map, tool schemas, guardrails, and an implementation plan. The goal is useful automation with permission boundaries, observability, and human oversight—not autonomy for its own sake.
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AI Agents, APIs & MCP Integrations Original framework • Capability overview — not a client case study. A controlled integration blueprint for agentic workflo...
