Blog
Guides and field notes on making AI agents work against real enterprise APIs—including the old ones.
"swy exec" Explained: Inputs, Outputs, and Exit Codes
How swy exec works: the single execution path for running Swytchcode tools, either by canonical ID or by plain-English intent.
Chaitrali KakdeHow to Set Up Policy Guardrails for AI Agents with Swytchcode
How to use Swytchcode's guard policies to control exactly what an AI agent is allowed to execute, enforced before any request leaves your machine.
Chaitrali Kakdetooling.json, manifest.json, and policies.json Explained: Swytchcode's Config Files
What tooling.json, manifest.json, and policies.json actually do in a Swytchcode project, and which CLI commands read and write each one.
Chaitrali KakdeHow Swytchcode Retries Failed API Calls
A look at how Swytchcode automatically retries failed API calls with backoff, and why that retry logic is safe by default instead of risky.
Chaitrali KakdeIdempotency Explained: How Swytchcode Prevents Duplicate Charges and Duplicate Emails
Idempotency stops a retried API call from repeating its side effect. Here's what that means and how Swytchcode applies it automatically to every tool call.
Chaitrali KakdeWhat Is an Execution Layer? Why AI Agents Need One
An execution layer sits between an AI agent and real APIs, handling authentication, retries, and policy checks. Here's what that means and why it matters.
Chaitrali KakdeConnect Swytchcode to LangGraph: Setup Guide and Example
Connect Swytchcode to LangGraph so your stateful agent workflows can safely call real APIs, with authentication, retries, and policy checks built in.
Chaitrali KakdeConnect Swytchcode to the Anthropic SDK: Setup Guide and Example
Connect Swytchcode to the Anthropic SDK so Claude can safely call real APIs in your application. Full setup steps and a working code example.
Chaitrali KakdeConnect Swytchcode to the OpenAI Agents SDK: Setup Guide and Example
Connect Swytchcode to the OpenAI Agents SDK so your agent can safely call real APIs, with authentication, retries, and policy checks handled automatically.
Chaitrali KakdeHow to Connect Swytchcode to OpenClaw: Setup Guide
Learn how to connect Swytchcode to OpenClaw so your AI assistant can safely call real APIs, plus a real working multi-API onboarding demo built with HubSpot, Stripe, and Resend.
Chaitrali KakdeHow to Connect Swytchcode MCP Server: Setup Guide for Cursor, Claude Code, Windsurf & More
Learn how to connect the Swytchcode MCP server to Cursor, Claude Code, Windsurf, Copilot, and other AI editors, with exact setup commands, verification steps, and fixes for common connection issues.
Chaitrali KakdeDifferent Ways to Use Swytchcode: CLI, MCP, and SDK Guide
Swytchcode can be used through the CLI, MCP, or native SDKs. This guide breaks down each method with setup steps, code examples, and guidance on which one fits your workflow.
Chaitrali KakdeHow to build a Github AI Agent
Explore about how you can build a github AI Agent bot with swytchcode cli
Chaitrali Kakde