Build AI agents that take real actions. Swytchcode provides production-ready execution across 2,000+ APIs with built-in reliability, policy enforcement, and state management.
Give agents reliable access to 2,000+ APIs w/ durable state
Write agent logic, and skip the plumbing. Give AI agents reliable access to 2,000+ APIs with retries, idempotency, policy enforcement, and durable state.
Last November, @Swytchcode launched on Product Hunt and ended up as #1 Product of the Day.
At the time, our product looked very different. We were focused on a web-based integration experience and were still figuring out where we fit in a rapidly changing developer ecosystem.
Yesterday was a wild ride for us. Swytchcode ended up winning #1 Product of the Day on 16th Nov 2025, finishing with exactly 400 votes, something we genuinely didn t expect. We went in thinking the top product would land around 250 300 votes (on a Sunday) but three products crossed 300, and somehow we climbed all the way to the top.
A few weeks ago, Swytchcode launched on Product Hunt and became the #1 Product of the Day.
The launch was exciting, but what happened after has been even more interesting. As we close out the year, here's a quick and honest update on what post-launch life looks like for us and where we're headed next.
Over the last year, we kept seeing the same pattern. Building AI agents was easy. Getting them to reliably execute actions in production was not.
Agents would call APIs with invalid payloads, fail because of auth issues, retry actions that shouldn't be retried, or break when an API changed. Debugging these failures quickly became a bigger problem than building the agent itself.
The agent wasn't the problem. The execution layer had zero protection.
That's why we built Swytchcode CLI.
Swytchcode sits between your AI agent and every API it calls.
Schema validation before every request. Field renames and breaking API changes don't silently break your agent.
Authentication handled. OAuth, API keys, and enterprise SSO without exposing credentials to the agent.
Idempotency guarantees so duplicate executions don't create duplicate outcomes.
Policy enforcement to keep agents operating within defined guardrails.
2000+ APIs out of the box, including Stripe, GitHub, Slack, Resend, HubSpot, Notion, Jira, Twilio, OpenAI, Anthropic, Gemini, Binance and many more.
Works with Claude, Cursor, Copilot, Openclaw, Gemini, windsurf , Hermes agents. No rewrites. No new infrastructure.
We believe the next wave of AI products will be defined not by how well agents think, but by how reliably they execute in production.
Try it now:
npx swytchcode
We'd love feedback from AI engineers, agent builders, and anyone experimenting with agentic workflows.
@crystalmei Thanks for your interest. Idempotency is inbuilt with Swytchcode CLI. We have a manifest file to manage idempotency, retries, and environment. Also, really soon we are coming up with custom rules for each workflow
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Hi Chaitrali, curious to know how you guys standardize idempotency handling when each external API has wildly different native mechanisms. great to see CLI launch
Idempotency is built into the Swytchcode CLI. We use a manifest file to standardize idempotency, retries, and environment configuration across APIs. We're also adding custom workflow rules soon for even finer control. 🚀
Solid niche to own! Curious about the long tail: for the APIs in your 2000 with no native idempotency key, are you synthesizing one off a payload hash and deduping on your side? Overall, congrats on the launch!
@artstavenka1 thanks a lot. We have a manifest file where you can define custom idempotency for your API calls along with retries and environment handling. Please feel free to try out our product. Happy to hear your feedback.
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Heyy, I love the Product direction here , breaking api changes silently killing priduction agents is in noght mare scenario beouse the llm just try to hallucinate a workaround if it gets a 400 error. Schema validation at the gate is the right way to handle this, congrats for CLI launch 👏
@priya_kushwaha1 Thanks a lot, Priya. Please do try the CLI and give us feedback.
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The part I like here is treating execution as a separate reliability layer, not as prompt quality. In production agent work, retries, auth, idempotency, and policy are where the expensive failures hide.
The npx swytchcode approach is super clean. Being able to just spin it up and test it without a massive architectural rewrite is a huge selling point, stoked to see support for Windsurf and Cursor out of the box. Amazing launch 👏
@istiakahmad Thanks for the encouraging words. Do try it out. We also support Claude, Codex, Openclaw, Hermes, and many others. I would really love your feedback
Swytchcode
Hey Product Hunt, Swytchcode CLI is live today! 🚀
Over the last year, we kept seeing the same pattern. Building AI agents was easy. Getting them to reliably execute actions in production was not.
Agents would call APIs with invalid payloads, fail because of auth issues, retry actions that shouldn't be retried, or break when an API changed. Debugging these failures quickly became a bigger problem than building the agent itself.
The agent wasn't the problem. The execution layer had zero protection.
That's why we built Swytchcode CLI.
Swytchcode sits between your AI agent and every API it calls.
Schema validation before every request. Field renames and breaking API changes don't silently break your agent.
Authentication handled. OAuth, API keys, and enterprise SSO without exposing credentials to the agent.
Idempotency guarantees so duplicate executions don't create duplicate outcomes.
Policy enforcement to keep agents operating within defined guardrails.
2000+ APIs out of the box, including Stripe, GitHub, Slack, Resend, HubSpot, Notion, Jira, Twilio, OpenAI, Anthropic, Gemini, Binance and many more.
Works with Claude, Cursor, Copilot, Openclaw, Gemini, windsurf , Hermes agents. No rewrites. No new infrastructure.
We believe the next wave of AI products will be defined not by how well agents think, but by how reliably they execute in production.
Try it now:
We'd love feedback from AI engineers, agent builders, and anyone experimenting with agentic workflows.
Join our Discord community : https://discord.com/invite/zuSXSv5GWs
Explore the docs and get started : https://docs.swytchcode.com
Explore usecase examples: https://github.com/swytchcodehq
Congrats! Curious how does Swytchcode standardize idempotency handling when each API has wildly different native mechanisms or none at all?
Swytchcode
@crystalmei Thanks for your interest. Idempotency is inbuilt with Swytchcode CLI. We have a manifest file to manage idempotency, retries, and environment. Also, really soon we are coming up with custom rules for each workflow
Hi Chaitrali, curious to know how you guys standardize idempotency handling when each external API has wildly different native mechanisms. great to see CLI launch
Swytchcode
@vikramp7470 Great question, Vikram!
Idempotency is built into the Swytchcode CLI. We use a manifest file to standardize idempotency, retries, and environment configuration across APIs. We're also adding custom workflow rules soon for even finer control. 🚀
Solid niche to own! Curious about the long tail: for the APIs in your 2000 with no native idempotency key, are you synthesizing one off a payload hash and deduping on your side? Overall, congrats on the launch!
Swytchcode
@artstavenka1 thanks a lot. We have a manifest file where you can define custom idempotency for your API calls along with retries and environment handling. Please feel free to try out our product. Happy to hear your feedback.
Heyy, I love the Product direction here , breaking api changes silently killing priduction agents is in noght mare scenario beouse the llm just try to hallucinate a workaround if it gets a 400 error. Schema validation at the gate is the right way to handle this, congrats for CLI launch 👏
Swytchcode
@priya_kushwaha1 Thanks a lot, Priya. Please do try the CLI and give us feedback.
The part I like here is treating execution as a separate reliability layer, not as prompt quality. In production agent work, retries, auth, idempotency, and policy are where the expensive failures hide.
Lancepilot
Swytchcode
@istiakahmad Thanks for the encouraging words. Do try it out.
We also support Claude, Codex, Openclaw, Hermes, and many others. I would really love your feedback