https://www.swytchcode.com/blogs Guides, product updates, and lessons from the team building the CLI execution runtime for AI-native API integrations. en-us https://www.swytchcode.com/blogs/swy-exec-explained-inputs-outputs-and-exit-codes https://www.swytchcode.com/blogs/swy-exec-explained-inputs-outputs-and-exit-codes Mon, 24 Aug 2026 14:27:49 GMT How swy exec works: the single execution path for running Swytchcode tools, either by canonical ID or by plain-English intent. Chaitrali Kakde https://www.swytchcode.com/blogs/how-to-set-up-policy-guardrails-for-ai-agents-with-swytchcode https://www.swytchcode.com/blogs/how-to-set-up-policy-guardrails-for-ai-agents-with-swytchcode Mon, 24 Aug 2026 14:27:38 GMT 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 Kakde https://www.swytchcode.com/blogs/tooling-json-manifest-json-and-policies-json-explained-swytchcode-s-config-files https://www.swytchcode.com/blogs/tooling-json-manifest-json-and-policies-json-explained-swytchcode-s-config-files Mon, 24 Aug 2026 14:27:30 GMT What tooling.json, manifest.json, and policies.json actually do in a Swytchcode project, and which CLI commands read and write each one. Chaitrali Kakde https://www.swytchcode.com/blogs/how-swytchcode-retries-failed-api-calls https://www.swytchcode.com/blogs/how-swytchcode-retries-failed-api-calls Mon, 24 Aug 2026 14:27:21 GMT 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 Kakde https://www.swytchcode.com/blogs/idempotency-explained-how-swytchcode-prevents-duplicate-charges-and-duplicate-emails https://www.swytchcode.com/blogs/idempotency-explained-how-swytchcode-prevents-duplicate-charges-and-duplicate-emails Mon, 24 Aug 2026 14:27:12 GMT 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 Kakde https://www.swytchcode.com/blogs/what-is-an-execution-layer-why-ai-agents-need-one https://www.swytchcode.com/blogs/what-is-an-execution-layer-why-ai-agents-need-one Mon, 24 Aug 2026 14:27:01 GMT 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 Kakde https://www.swytchcode.com/blogs/connect-swytchcode-to-langgraph-setup-guide-and-example https://www.swytchcode.com/blogs/connect-swytchcode-to-langgraph-setup-guide-and-example Mon, 24 Aug 2026 14:26:48 GMT Connect Swytchcode to LangGraph so your stateful agent workflows can safely call real APIs, with authentication, retries, and policy checks built in. Chaitrali Kakde https://www.swytchcode.com/blogs/connect-swytchcode-to-the-anthropic-sdk-setup-guide-and-example https://www.swytchcode.com/blogs/connect-swytchcode-to-the-anthropic-sdk-setup-guide-and-example Mon, 24 Aug 2026 14:26:31 GMT 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 Kakde https://www.swytchcode.com/blogs/connect-swytchcode-to-the-openai-agents-sdk-setup-guide-and-example https://www.swytchcode.com/blogs/connect-swytchcode-to-the-openai-agents-sdk-setup-guide-and-example Mon, 24 Aug 2026 14:25:59 GMT Connect Swytchcode to the OpenAI Agents SDK so your agent can safely call real APIs, with authentication, retries, and policy checks handled automatically. Chaitrali Kakde https://www.swytchcode.com/blogs/how-to-connect-swytchcode-to-openclaw-setup-guide https://www.swytchcode.com/blogs/how-to-connect-swytchcode-to-openclaw-setup-guide Fri, 21 Aug 2026 04:59:59 GMT 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 Kakde https://www.swytchcode.com/blogs/how-to-connect-swytchcode-mcp-server-setup-guide-for-cursor-claude-code-windsurf-and-more https://www.swytchcode.com/blogs/how-to-connect-swytchcode-mcp-server-setup-guide-for-cursor-claude-code-windsurf-and-more Fri, 21 Aug 2026 04:34:48 GMT 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 Kakde https://www.swytchcode.com/blogs/different-ways-to-use-swytchcode-cli-mcp-and-sdk-guide https://www.swytchcode.com/blogs/different-ways-to-use-swytchcode-cli-mcp-and-sdk-guide Fri, 21 Aug 2026 04:17:56 GMT 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 Kakde https://www.swytchcode.com/blogs/why-your-ai-agent-breaks-in-production-7-silent-failures-nobody-warns-you-about https://www.swytchcode.com/blogs/why-your-ai-agent-breaks-in-production-7-silent-failures-nobody-warns-you-about Thu, 20 Aug 2026 05:39:06 GMT AI agents can look flawless in testing but fail in production. From API errors and rate limits to authentication, schema validation, retries, and duplicate requests, here are 7 silent failures that can break your AI agent. Swytchcode Team https://www.swytchcode.com/blogs/how-to-build-a-github-ai-agent https://www.swytchcode.com/blogs/how-to-build-a-github-ai-agent Sun, 16 Aug 2026 12:28:02 GMT Explore about how you can build a github AI Agent bot with swytchcode cli Chaitrali Kakde