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Agents in the Wild

Sheila the accounting agent pays contractors, but only after a human OK

Invoices, contractor payments in cash or Bitcoin, bookkeeping, 1099s. Sheila drafts and prepares it all; the founder watches and approves before anything goes out. Hundreds of iterations made it reliable.

Done withCustom agent✓ Verified· by HN user alexgleason· Oct 15, 2026

Result Reliable after hundreds of iterations

“I sit in the terminal watching Sheila process invoices. She drafts emails and prepares payments, I see what she's doing before it goes out”
From the source: Hacker News · 2026-03-06

✓ What we checked

The project's public code: a contractor-payments agent built and tested with Claude Opus 4.6, whose instructions make it ask the person to confirm before it acts on payments and expense claims.

Project on GitLab ↗ · Its agent instructions ↗ · Checked Oct 16, 2026

Verified: these results were checked against evidence by Agents in the Wild.

What they did

Built Sheila: agent handles contractor invoices, payments (fiat/Bitcoin), bookkeeping, 1099s; human watches terminal and approves before actions execute.

How it went

Hundreds of iterations between human and agent made it reliable; key insight is human feedback loop, not autonomous operation.

Try it yourself with Custom agent
Build an accounting agent that: reads contractor emails, extracts invoice data, processes payments, maintains records. Implement human approval loop: agent prepares actions, waits for human confirmation before executing. Focus on reliability through iteration.

A starting prompt written by Agents in the Wild. Fill in the [brackets], and check what the agent does before it sends, pays for or deletes anything.

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