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 Akshay shipped
FundedJobs AI is a deployed web app that helps job seekers discover roles at recently funded companies. Access starts with a standard email/password sign-in, and the product was built around a personal motivation: surfacing opportunities at startups shortly after they raise funding.
✳Our read on this build
Akshay shipped a deployed web app you can open. Parts of it sit behind a sign-in, so this read leans on what is public plus Akshay's own description.
What it demonstrates
- Fresh input is part of the machine: recent funding data.
- It goes past listing companies into proposing a way in — drafted emails.
What is not shown
- No schedule or trigger is described, so it reads as a tool you remember to open rather than an agent that shows up on Monday.
Take this awayA solid research surface. Adding the schedule is usually a day of work, and it is what turns a thing you visit into a thing that arrives.
✳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.