AI Council
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Eight-provider live council for AI coding agents

AI Council

One AI can overfill the context, drift from the plan, or hallucinate with confidence. AI Council runs the same prompt through three frontier votes plus one equal REST bloc — then turns the result into a single decision packet and keeps Codex or Claude aligned to it.

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8
Live providers
1
Council packet
2
Hooked agents
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The single-model problem

One AI should not be the final judge on serious work.

Long coding sessions make even strong models lose the thread. They carry stale assumptions, pad the context, and sound certain even when the plan is weak.

01

Context bloat

One model keeps dragging old details forward until the useful signal gets buried.

02

Drift

The agent starts with the right plan, then quietly changes direction as the session grows.

03

Hallucinated certainty

A polished answer can still miss constraints, skip risk checks, or invent confidence.

The live council

Four votes. One verdict.

Codex, Claude and Gemini each cast a direct vote. Grok, Kimi, DeepSeek, Qwen and Mistral form the live REST bloc, a single equal fourth voice. Cohere is supported in code but intentionally unset in the current deployment.

The AI Council convened around the round table, the big three at the centre
Seats I–III The big three Three direct votes
  1. Codex council member
    Seat I Codex 5.5 OpenAI
  2. Claude council member
    Seat II Claude Opus 4.7 Anthropic
  3. Gemini council member
    Seat III Gemini 3.1 Pro Google
Seats IV–IX The REST bloc Five live seats + optional Cohere · one combined vote
  1. Grok council member
    IV Grok xAI
  2. Kimi council member
    V Kimi Moonshot
  3. DeepSeek council member
    VI DeepSeek DeepSeek AI
  4. Qwen council member
    VII Qwen Alibaba
  5. Mistral council member
    VIII Mistral Mistral AI
  6. Cohere council member
    IX optional Cohere Supported, not live

What the agent receives

Three frontier votes, plus the rest as one equal fourth.

Codex 5.5, Claude Opus 4.7, and Gemini 3.1 Pro Preview each get a direct vote. The live REST providers combine into the REST bloc, equal to the fourth vote. Cohere can join that bloc when enabled.

Consensus request_8f41

Recommendation

Do not trust a single-model plan. Proceed only after the council agrees on the implementation path, risks, and verification checklist.

Codex 5.5For
Claude Opus 4.7For
Gemini 3.1 ProFor
REST blocFor

Risks

  • Context may already contain stale assumptions.
  • The host agent may skip the hardest verification step.
  • A single provider may miss product or security risk.

Avoid

  • Accepting one model's confident answer as final.
  • Letting the coding agent ignore council guidance.
  • Shipping without the agreed checklist.

How it works

The council sits outside the model, so the model cannot forget it.

01
The runtime decides Hook the agent
A friendly robot being connected with a glowing cable
01

Hook the agent

Install once. Claude Code uses global hooks; Codex uses project hooks across workspaces. No prompts to remember.

A group of friendly council robots gathered together
02

Ask the live council

Planning, refactors, migrations, security work, and /council prompts are sent to the three primary voters plus the configured REST bloc.

A robot holding a glowing decision packet
03

Inject the packet

The host agent receives a structured packet with recommendation, risks, disagreement, and a compliance checklist.

A robot raising a shield to block ignored guidance
04

Block ignored guidance

The Stop hook checks the final answer and forces a revision when the agent ignores required guidance.

Verified today

The vote model is weighted correctly.

Full Council fans out to the configured live providers, while Smart Council starts efficient and escalates only when the work is risky or the votes disagree.

538/538 Tests passing across the package.
8/8 Full Council can return opinions across the live configured roster.
Codex Live hook call recorded in cloud usage.
Claude Code Global hooks installed and verified.

Council Credits

Start fast, upgrade to Smart Council when the work gets serious.

Casual

$19/mo

Fast Council for solo devs who want quick second opinions without full-council spend.

  • 1,500 Council Credits
  • Fast Council at 10 credits/run
  • 1 API key and 1 connected device
  • 7-day usage history
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Best value

Pro

$49/mo

Smart Council starts efficient and escalates to the full configured council when risk or disagreement appears.

  • 6,000 Council Credits
  • Smart Council at 20 credits/run
  • Auto full escalation at 60 credits
  • Forced Full Council at 80 credits
  • 3 API keys and 3 connected devices
Upgrade Plan

Enterprise

$299/mo+

Full configured council by default with pooled team credits, team controls, and audit history.

  • 25,000 pooled Council Credits
  • Full configured council by default
  • Team-wide API keys and devices
  • Team controls and audit logs
  • Priority support/SLA
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Trust boundary

Provider keys stay in the cloud. Raw prompts are not stored.

Client machines keep only an endpoint and a personal lc_... key. The cloud stores usage metadata for accounting and operations, never raw prompt or response bodies.

  • No provider keys on client machines
  • Hashed user API keys
  • Usage metadata without prompt bodies
  • Short-lived local packet state for Stop checks

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Stop letting one AI be the only reviewer in the room.

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