u/Fearless-Bad-6396 — reddlx

▲ 1 r/InteligenciArtificial

Building the infrastructure layer above Firecrawl that nobody has built yet. Day 14

Two weeks ago I noticed every AI developer

I talked to had built the exact same thing —

a custom queue on top of Firecrawl to handle

failures and control costs.

So I'm building it properly.

What it does:

→ Takes a URL list from any agent

→ Runs parallel workers that scale automatically

→ Tracks state so failures don't kill the whole run

→ Transforms output into typed JSON schemas

→ Delivers results via MCP to downstream agents

Current status:

→ 2 real users testing manual runs

→ 0 lines of product code written

→ Validating before building

Roast my idea or tell me you've hit this problem.

Both equally useful right now.

reddit.com

u/Fearless-Bad-6396 — 7 days ago

▲ 0 r/AIDiscussion

Every scraping tool I used broke at scale. Credits gone, JSON malformed, state lost. So I built something that doesn't.

You know the moment.

Credits exhausted mid-run. Rate limit hit at scale. JSON malformed. Pipeline dead at page 47 out of 200. State lost. Restart from zero. At 2am.

I got tired of accepting this as normal.

So I built a tool that takes any list of URLs and returns clean, structured JSON — in parallel, without breaking mid-run, at a fraction of the current cost.

No mid-run crashes. No malformed output. No restarting from zero.

Looking for 10 developers actively building AI agents who want early access and will give honest feedback on whether this actually solves the problem.

Drop your use case in the comments or DM me directly.

u/Fearless-Bad-6396 — 7 days ago

▲ 2 r/cicd+1 crossposts

I got tired of my scraping pipeline dying mid-run every night. So I built my own.

Every developer building AI agents knows this moment.

Credits gone. Rate limit hit. JSON malformed. Pipeline dead at page 47 — out of 200.
State lost. Restart from zero. At 2am.

The tools we use weren't built for this scale. We just accepted it.

So I stopped accepting it.

I built a tool that takes any list of URLs and returns clean, structured JSON — in parallel, without breaking mid-run, at a fraction of what you're paying now.

No credit limits killing your pipeline. No malformed output breaking your agent. No restarting from zero.

Looking for 10 developers actively building AI agents who want early access and are willing to tell me honestly if this solves the problem.

Drop your use case in the comments or DM me directly.

u/Fearless-Bad-6396 — 7 days ago