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 Tasneem shipped
PM Opportunity Radar helps users "discover newly funded startups worth your attention before Product Management roles are publicly advertised." The dashboard presents ten featured companies across sectors like fintech, healthtech, and climate tech, each with a distinct "why this matters" rationale and a tailored recommended action — from a LinkedIn connect with the Head of Product to applying through a YC directory listing. A weekly email digest is on the product roadmap as a planned addition.
✳Our read on this build
Tasneem shipped a deployed web app you can open. This read comes from the artifact and Tasneem's own account of it — no scores, just what the build does and does not show.
What it demonstrates
- It goes past listing companies into proposing a way in — tailored output, drafted emails and an application path.
- And it is built to keep running: a weekly cadence and a digest.
What is not shown
- Where the company data comes from is not stated — and a hardcoded list is the easiest way for an agent like this to look alive without being alive.
Take this awayGood bones for a research tool; the piece worth adding in your own build is the trigger that makes it arrive without being asked.
✳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.