Firecrawl Prometheus: the agent writes the scraper, then proves it works
Firecrawl shipped Prometheus, and it's a sharper idea than AI that scrapes the web. You describe the data you want in plain English. Prometheus goes and experiments against the live site, writes an actual Firecrawl SDK collector in TypeScript, runs it, and only hands it back once the code is verified working. It calls itself a forward deployed agent, and the honest version of that is: it doesn't just fetch your data, it writes you a real, working program to fetch it.
The design choice that makes this interesting is what you get to keep. The collector is reproducible, versionable, and yours, embed it wherever you like. Or leave it with Firecrawl and Prometheus runs it on a schedule, heals it when the page layout changes, and delivers the data where you need it. Either way the artifact is verified code, not a one-off black-box answer that might be hallucinated.
This fits a pattern worth naming. Software is re-platforming around the agent as the primary user. Publora gave social distribution an MCP surface, BitBoard built a persistence layer for agent analytics, and now Firecrawl turns web-data extraction into something an agent does by writing and self-healing real code. The web stops being something you scrape and becomes something an agent maintains a living collector against.
It's experimental, and the self-healing claim is the part to watch, because pages break in ways that defeat clever agents all the time. But the instinct to write verified code instead of just an answer is the right one. Free to try this weekend with Claude Fable 5 at firecrawl.dev/prometheus.
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The design choice that makes this interesting is what you get to keep. The collector is reproducible, versionable, and yours, embed it wherever you like. Or leave it with Firecrawl and Prometheus runs it on a schedule, heals it when the page layout changes, and delivers the data where you need it. Either way the artifact is verified code, not a one-off black-box answer that might be hallucinated.
This fits a pattern worth naming. Software is re-platforming around the agent as the primary user. Publora gave social distribution an MCP surface, BitBoard built a persistence layer for agent analytics, and now Firecrawl turns web-data extraction into something an agent does by writing and self-healing real code. The web stops being something you scrape and becomes something an agent maintains a living collector against.
It's experimental, and the self-healing claim is the part to watch, because pages break in ways that defeat clever agents all the time. But the instinct to write verified code instead of just an answer is the right one. Free to try this weekend with Claude Fable 5 at firecrawl.dev/prometheus.
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