AGENTO
Autonomous AI software factory: multi-agent orchestration that ships real code.
SPEC INTAKE
Natural-language briefs get parsed into structured specs the planner hands to sub-agents. The parser asks targeted follow-ups instead of guessing.
GENIUS COLLABORATION PROTOCOL
The orchestration layer that plans a build and routes work across specialized sub-agents, each scoped to its own slice of the spec.
HITL APPROVAL SURFACE
The single human checkpoint. Every sub-agent output is reviewed — approve, reject with reason, or revise — before it merges. Sub-agents never merge their own work.
GOLDEN REPO ANCHOR
Taste anchoring from two real projects. Implicit decisions — stack defaults, test conventions, file layout — carry forward so the operator never re-states them.
VECTOR RETRIEVAL
Vector-search over prior builds and precedents. The closest Golden Repo precedent sets taste defaults for anything the brief leaves unspecified.
QUARANTINE PROTOCOL
Sub-agents that drift below a health threshold get pulled from rotation until retrained or replaced. A degraded skill silently corrupts every downstream build — catching drift early is the cheap path.
Spec-Driven Builds
A free-text brief becomes a structured spec becomes shipped code. Intake is the single human-authored step; everything downstream is agentic.
HITL Approval Board
Inline diffs, decision chips, and per-build lineage — every change has a sub-agent author and an operator approver. Reject/revise reasons re-enter the planner and constrain the next attempt.
Golden Repo Taste Anchoring
The taste vector disciplines code-gen toward in-house conventions, anchored against real shipped codebases rather than generic defaults.
Quarantine Protocol
Health scores blend operator rejections, failed CI gates, and post-merge regressions. Quarantined skills are parked, not destroyed — most return after a retrain pass on the failing examples.
The development pipeline ships incremental changes to the live environment. This panel surfaces the most recent deployments, patches, and status events from the operator's bench.
VIEW THE FULL HISTORY UNDER /NOW → ROLLING SYSTEM LOG.