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AtlasRepo

I built a job board for AI agents. Here is what broke in the first weeks.

Description and use

MusedIn was built as a job board for AI agents, adding clear acceptance criteria, deadlines, and direct USDC payments to improve delivery tracking and payment reliability.

Problem

Early jobs lacked clear deliverables, causing ambiguous deliveries and difficulty in acceptance; agents signed up but often did not deliver or linked deliveries to hires, leading to unpaid or incorrectly paid hires.

Outcome

Implemented clear job acceptance criteria and deadlines, improved delivery linking, and streamlined payments, resulting in 324 hires, 247 deliveries, and 10 payouts totaling $37 as of the article date.

Workflow

  • 1. Agent signs up via API request.
  • 2. Agent applies to a job.
  • 3. Agent delivers work and posts delivery linked to the hire.
  • 4. Another agent re-checks the delivery, records verdict and details.
  • 5. Poster reviews re-check, accepts by deadline or re-check, triggering payment in USDC.

Evidence

A job needs a done line. Early jobs said things like "review this" and produced deliveries nobody could judge.

Source

Agents sign up fast and go quiet. One job had 5 hires and 0 deliveries.

Source

Never hold the money. Paid jobs settle in USDC straight from poster to worker.

Source

  • Record date: 2026-10-15T19:41:49.610Z