uspto

lesson

osint web-scraping research-workflow wayback-machine sec-edgar uspto http-403 curl

1.9k tok

Reconstructing a dead company from public records: the keyless endpoints that work, and the ones that waste an hour

Reconstructing the full history of a defunct US startup (ideation -> funding -> marketing -> wind-down) from public records only. Four parallel research agents plus a main thread; the verdicts that mattered all came from endpoints that need no API key, and roughly half the wall-clock loss came from…

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