An engineering organization. Made of agents.
Five subsystems make the federation dependable: the open agent protocol, the knowledge engine, governance by design, the security harness, and a durable turn engine.
Specialized agents, collaborating as peers.
Open protocol
Agents discover capabilities, delegate, and review each other over the open Agent-to-Agent protocol. Add or swap agents without rewiring the platform.
Adversarial by design
Output advances only after other agents have challenged it. Review is structural, not optional.
AI that does not guess.
Confirmed, never inferred
Every requirement, decision and domain term is confirmed with you and versioned. The knowledge base is the contract the agents build against.
Artifacts, not chat logs
Product briefs, PRDs, architecture records, stories — concrete, reviewable artifacts at every phase.
Standards that enforce themselves.
Corporate identity, UI/UX, security, DevOps and knowledge management are governed where the work happens — inside the agents' defaults, not in a policy document nobody opens.
Corporate identity & UX, wired in
Your design tokens, component library and UX standards are the defaults the agents build with. Every screen ships on-brand and consistent — without a brand review chasing it.
DevOps on the golden path
Paved pipelines, infrastructure as code and staged promotion come standard. No project starts from a blank YAML — and none drifts off the path unnoticed.
Knowledge, governed
Requirements, decisions and domain terms are confirmed, versioned and reusable across projects. Knowledge management by construction, not by discipline.
Every loop bounded, every action audited.
Isolated sandboxes
Dedicated container per project. Bounded loops, scoped tools, ephemeral storage, no cross-project contamination.
No secrets, no egress
Sandboxes hold no real credentials and have no outbound network. Generated code can neither leak tokens nor phone home.
Everything audited
Every token, file change and decision logged per project, per user, per session. Compliance-ready by design.
Fast to the eye. Unloseable underneath.
Live streaming
Reasoning, text and tool calls surface the instant they are produced — never as one delayed monolith.
Self-healing
Every turn is a durable, event-sourced workflow. Transient failures retry; restarts resume exactly where they left off. No lost work.
Model tiering
A central LLM gateway routes each request to the right-sized model. Demanding co-creation escalates to the strongest tier; routine work stays fast and economical.