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FetchSandbox MCP - The MCP that proves your AI's integration fixes work

Your agent's integration fix passes CI. The data is still wrong. FetchSandbox MCP reproduces the real failure on your code, fixes it, and proves the fix held. A receipt, not a vibe. 70+ API sandboxes. One config block in Cursor or Claude Code.

Thank you. Finished top 2 on a Sunday and now I know what to build next.

247 upvotes, 34 comments, finished second on a Sunday. The July launch got 362 and finished third. Better rank, smaller day. Both true.

The comments were worth more than the votes. A few things I didn't have good answers for, which is more useful than an upvote.

I made a bunch of promises in the last launch thread. Here's the scorecard.

Last launch ended with 91 comments. I answered every one, and in most of them I said "not yet, that's next."

Six weeks on, here's what actually happened.

Done: @maschiojv asked about Paddle, it now has 21 curated failure patterns instead of a bare spec import.

1mo ago

What changed since our last launch and why we trust it now!!!!!

Since our last launch we've been heads-down on one thing: making "this integration works" actually mean something. Here's what changed, and why we're more confident than a month ago.

What we shipped?

Five integrations now recognize the bugs people actually hit and prove the fix with a real before/after:

13d ago

I audited an AI-written billing service. 22 findings, 10 critical. None of them threw.

I audited an AI-written billing service this week. 22 findings, 10 critical.

None of them crashed. All returned 200. Four that stuck with me: an auth check that silently lets anyone in when one env var is missing, SQL injection in the one query that wasn't parameterized, a broken permission boundary so anyone can attach a charge to a workspace that isn't theirs, and a Stripe retry that double-grants seats because there's no idempotency check anywhere.

23d ago

My agents wrote a webhook handler that passed review and CI. It still double-charged customers.

What happened

A few weeks ago my coding agent wrote a Stripe webhook handler. Signature check, event type check, fulfillment, clean 200. I approved it in 90 seconds because every line was correct.

And it was, until Stripe delivered the same event twice. Which it's allowed to do. Then the handler credited the customer twice.

Why it slipped through

2mo ago

thanks for an unreal launch, now tell me what you're shipping

launch yesterday (july 12th) we told you all about @FetchSandbox.

today i'd rather hear about you.

25d ago

We got our tool to write its own bug-reproduction tests

The gap most auto-fix tools have

They tell you the bug is fixed. They don't show you. Our rule has always been: make the bug happen on real code, apply the fix, show it stops happening. The gap was we could only do that for bugs we'd scripted in advance. Anything unusual and the honest answer was "found it, fixed it, can't prove this one."

What we built

We taught FetchSandbox to write the reproduction itself, no pre-scripted test required.

1mo ago

every test passed. i still shipped three bugs

three bugs an ai wrote for me this week. every test green. all three would've paged me in prod:

  1. webhook retried charged the customer twice

  2. subscription.activated arrived before subscription.created they paid, app said not entitled

  3. a stale event flipped a canceled sub back to active free access, forever

none of these show up in a 200. you find them from a customer or you fire the ugly event orders on purpose and find them first.

we now throw every ordering + every duplicate at your handler and hand back the exact sequence that broke it.

2mo ago

FetchSandbox - API integration testing that remembers what breaks

Most API tests stop at 200 OK. FetchSandbox lets developers and AI agents verify what happens next—webhooks, retries, state changes, async workflows, and failure scenarios. It reproduces the real bug, proves the fix, and remembers what breaks—so your agent catches it before production. Connect via MCP to Cursor, Claude Code, Windsurf, VS Code, and Codex. Explore 60+ APIs—Stripe, GitHub, Clerk, Resend, Twilio, Descope, OpenAI—without burning real API quota or waiting on staging.
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