LiveCapability · Agent infrastructure

ARCS is how everything here gets built and checked.

Seventeen specialist councils — strategy, codebase, security, production readiness, search visibility and more — that take a piece of work through create, review and re-check. It is the system behind every other venture on this page, and it is available for client work.

Current stage

Live · In use on every venture

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One model creates. Another reviews. A third re-checks.

Seventeen councils

The problem

One model's opinion is not a review.

Ask a model to check its own work and it agrees with itself. Ask it to build something large and it drifts, loses the thread halfway and reports success anyway. Neither failure is visible from the output alone.

The solution

Separate the making from the judging.

One council creates, a different one reviews against its own specialism, and a third re-checks the fix. Loops are bounded and stop on a named reason — approval required, blocked, budget exhausted — and every run stores a checkpoint you can inspect and resume.

Audience

Teams shipping software with AI that has to hold up.

Product teamsAgenciesSecurity reviewsLegacy assessmentsRegulated delivery

Business model

Delivered as engagements, not yet as a self-service product.

TodayStudio engagements

InterfaceCLI and MCP

SaaSReserved, not built

The product journey

Specialists work together. Review is part of the work.

Agentic Reasoning & Coordination Systems divide a brief into bounded tasks. Autonomous models receive the tools and context those tasks require — and never review their own output.

01
Intake
Goal and acceptance criteria.
02
Classification
The relevant ARC and expertise for this piece of work.
03
Execution
Research, design, build — within the bounds the task was given.
04
Cross-review
Another model checks the work against references and quality rules.
05
Delivery
Output with the completed checks attached to it.

Finding → targeted correction → recheck

Less repeated work

By reusing knowledge and build patterns instead of rediscovering them each time.

Quality before delivery

By correcting errors during review rounds rather than after release.

Adapted from the studio's architecture overview, September 2026: 17 ARC types in the internal catalogue. The lines represent work and knowledge flows; review and publication are explicit steps. It does not imply fully automated feedback or measured speed gains.

Stage & milestones