Swytchcode is a deterministic API-execution layer for AI agents. Instead of letting an agent call raw APIs (where it hallucinates endpoints, mishandles auth, and leaves no audit trail), the agent describes what it wants and Swytchcode validates the call against a registry of 2,000+ integration schemas, handles auth, retries, and idempotency, and records every execution. The repos below show the pattern in production demos, framework integrations, and full apps.
- langswytch: LangGraph agent that turns natural language into validated API calls across the Swytchcode registry (Python)
- openclaw-swytchcode-demo: OpenClaw agent + Swytchcode for GitHub issue triage (Go)
- Weekly-Reporting-Langgraph: LangGraph agent that compiles a weekly activity report to Notion and emails it via Resend (Python)
- Customer-Onboarding-Langgraph: LangGraph agent that syncs signups to HubSpot, creates a Stripe customer, and sends a welcome email (Python)
- Create-And-Send-Payment-Langgraph: LangGraph agent that creates a Stripe payment link and emails it via Resend (Python)
- Lead-Qualification-Langgraph: LangGraph agent that qualifies inbound leads against HubSpot (Python)
- Bug-Escalation-Langgraph: LangGraph agent that opens a GitHub issue, files a linked Jira ticket, and posts to Slack (Python)
- swytchcode-google-analytics: Google Analytics reporting built on the Swytchcode CLI (TypeScript)
- Stripe-Subscriptions: subscription lifecycle services (activation, payment recovery, plan changes, entitlements, webhook reliability) on the Swytchcode runtime (TypeScript)
New here? Start with langswytch for the agent pattern, or openclaw-swytchcode-demo for a focused single-purpose bot.