SwytchcodeSwytchcode gives your AI agent the implementation knowledge legacy APIs never documented, then governs every action in production—auth, retries, idempotency, validation, audit.

Bring your own LLM — Swytchcode is model and framework agnostic.

MCP supplies your agent with integration context: the right methods, versions and sequences.

The CLI executes every action through authentication, validation, retries, idempotency, policy and audit.

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Why Your AI Agent Calls the Wrong API (And How to Fix It)

Why Your AI Agent Calls the Wrong API (And How to Fix It)

The problem is what happens the moment it touches a real API: Stripe, GitHub, Resend, HubSpot. Wrong schemas, silent failures, no guardrails.

Chaitrali Kakde