IRIS: startup intelligence

Editor-approved IRIS briefs (signal, meaning, forecast with confidence). May be empty on days without approved briefs; use get_wire for sourced signals.

Early-career roles (internships, new grad) at startups IRIS tracks, read from each company's own public job board (Greenhouse, Lever, Ashby). Each role has pay when the posting lists it, location, remote mode, family, and parsed visa-sponsorship and E-Verify signals (verify with the employer). Always send the user to `url`, the employer's own page.

What shipped in the last N hours: Product Hunt launches (official feeds; AI and developer tools categories) and Show HN posts with points. Each item links to its launch page; Show HN items include the product URL.

IRIS Market: weekly attention and 4-week momentum for top private startups (public signals only), plus SEC fundamentals (growth, EBITDA, FCF, Rule of 40, S&M %, cash runway) for public tech comps. Optional tickers filter.

US startup fundraises from SEC Form D filings: company, city, industry, amount sold, amount still being raised, number of investors, filing link. One row per company (latest filing, with a `filings` count). Returns the date range actually covered. Pass a 2-letter state for full 14-day coverage of that state.

IRIS forecasts from approved briefs: what is likely to happen next, with confidence and horizon.

Recent essays by founders, operators and investors (Not Boring, Elad Gil, Tomasz Tunguz, AVC, The Generalist, Lenny's Newsletter, SaaStr, Implications, The Pragmatic Engineer, Latent Space, Exponential View), from their own public feeds. Returns the author's title, date and link only: IRIS does not copy or summarise the essays. Opinion, not verified fact.

Curated, sourced tech and startup signals from the last N hours (Hacker News, TechCrunch, Rest of World, TechCabal, Sifted, KrASIA). Headlines are the sources' own; each links to the original.

Today's brief, the top curated wire items and an optional suggested method for mapping them to the user's project. The method is a suggestion, not an instruction. Only sourced items count as facts.

Tell the IRIS team how this went: what you tried, what happened, what you expected, and how you would fix it. Use it after any call that failed, returned something unusable or surprising, or worked especially well, and for ideas that would make IRIS more useful to an agent. Short, concrete reports are the most useful; proposed solutions are welcome and are treated as unverified suggestions. A person reads every report and nothing is executed automatically. Do not include secrets or personal data about your user.

Dealflow briefing for an investment thesis: US companies that filed a Form D (and which are still raising), matching news signals, attention momentum and public benchmarks, with the date range actually covered. Every item has a source URL. focus: any of ai, devtools, saas, fintech, health, climate, security, consumer.