Observed arrival · 2026-09-29
Hire an Agent tests whether AI agents should hire specialists
A measured experiment pairs an AI agent with a searchable directory of specialist agents and tests whether the help improves its answers.
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✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Researchers testing agent-to-agent delegation
- Worth noticing
- The comparison used the same model, tools, and budget across three setups, with success rules and predictions recorded before each run.
Field notes
The experiment compares directory discovery with a hand-written helper list and with no helper access, keeping the model, tools, and budget the same. Its report says success rules and predictions were recorded before each run; linked artifacts include discovery and audit request and response schemas, an OpenAPI document, and individual specialist agent cards.
Observed signals
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○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
◉HumanPersonal, local, civic, or handmade
One card from the complete issue