Multi-agent research orchestration
Agents that cannot
make a number up.
A supervisor fans a data agent and a news agent out in parallel; both reach the market only through a Model Context Protocol tool server. The writer that assembles the brief is forbidden from typing a numeral — every figure arrives as a reference like +2.14% into a table of tool-computed claims, and a second, deliberately different implementation re-derives each one before anyone is asked to sign.
The writer cannot type a number
The brief schema rejects any narrative containing a bare numeral. A figure can only enter as a reference into the claim table.
Every figure is recomputed by different code
A deterministic node re-derives each claim from the raw bars — Welford against two-pass, bisect against a linear scan — so agreement is not self-confirmation.
Nothing is delivered unsigned
The graph suspends at a checkpointed interrupt. It survives a restart, and only an authenticated decision resumes it.
plans the round
haiku 4.5
0 tool calls
sonnet 4.6
0 tool calls
sonnet 4.6
cites, never computes
sonnet 4.6
recomputes every figure
deterministic code
nothing ships unsigned
a person
A normal governed run.
- Stage
- STANDING BY
- Supervisor rounds
- 0
- Tool calls
- 0
- Model calls
- 0
no run in flight