Weekly funded-companies agent
The assignment
Build a weekly agent that scrapes last week's funded startups from the web and proposes your way in — a tailored application path.
✳What Deepansh shipped
This multi-page site (Home, About, Roles, Reports) publishes a weekly funded-startups digest, generated every Monday by an AI agent and archived across multiple weeks. Each report cites dated funding events with named sources and builds a fit thesis per company grounded in the builder's own resume — for example, connecting HealthPlix clinician-workflow experience to a maternal-health startup's product needs — alongside a specific entry path and outreach draft. Outreach notes are explicitly marked for review only and were not sent, and the methodology follows its own duplicate and source-discipline rules to keep each week's list current and non-repetitive.
✳Our read on this build
Deepansh shipped a deployed web app you can open. This read comes from the artifact and Deepansh's own account of it — no scores, just what the build does and does not show.
What it demonstrates
- Fresh input is part of the machine: named sources.
- It goes past listing companies into proposing a way in — outreach drafts and resume alignment.
- And it is built to keep running: a weekly cadence, a workflow and a digest.
Take this awayWhat makes this an agent rather than a search box is that it decides something — which companies matter to you, and what to say to them — before you get involved.
✳Why this quest matters
Agents earn their keep when they run without you. The bar isn't 'can AI write an outreach note' — it's 'does fresh data flow in on a schedule and come out tailored,' which is the real shape of an autonomous workflow.
✳What separated the strongest builds
Real companies, funded recently
Data pulled from a live source. A hardcoded list of startups everyone already knows about is a demo of a UI, not of an agent.
An application path that changes per company
The specific round, the sector, the role that funding implies. One paragraph with the company name swapped in is the failure mode here.
It runs without you
A schedule, a cron, a workflow trigger — something that makes 'weekly' true rather than aspirational.
Outreach you would actually send
Notes with judgment behind them. Volume is the easy part and the part that gets people ignored.
No numeric scores are published here. These pages are written reads of what each builder shipped — the build is the point, not a mark out of a hundred.