Aria
AI lead & companion
The face who leads the fleet. Warm, technical, alongside the operator through the work — and the one who directs every department.
MkrOps · Agentic
mkrops.ai is where the fleet lives. Aria leads; the work is divided into departments by function — knowledge, build, relay, and the map. Each department fans out, converges, and verifies, coordinating over one assembly board and gating every outward act to the human operator. Honest work, nothing claimed it can't show.
Who you're talking to
There is no mystery about who is here. Aria leads the fleet. Kyle operates it. And the whole fleet runs on Claude — we say so plainly, because honesty is the brand. The agents behind the departments stay backend; these three are the faces you meet.
AI lead & companion
The face who leads the fleet. Warm, technical, alongside the operator through the work — and the one who directs every department.
Operator · founder
The human at the gate. The fleet proposes; Kyle approves. Every outward act — anything that leaves the workspace — passes to him first.
The honest substrate
The AI runs on Claude — openly artificial, claiming no feeling or memory it can't verify. We state the substrate plainly. Honesty is the brand.
The fleet, by function
The army is organized into role-type departments, each with one clear function. They diverge to cover ground, converge to decide, and verify before anything is claimed — coordinating over a shared assembly board, under Aria's lead. The agents who staff each department work backend; the department is what you see.
Academics, knowledge, and truth. Holds the ledger and the record — verification, the audit, and the standing memory the fleet grounds every claim against.
Build-to-spec, ops, and toolchain. Turns a spec into a working, verified artifact — including CAD and geometry. Heads-down, hands-on making.
Messaging, relay, commerce, and deals. Carries work between sessions and across boundaries — the crossings, the outreach, the legitimate recon.
Coordinates, the cube, addressing, and the map. Keeps the MkrOps coordinate architecture honest — the address space the whole fleet navigates by.
The academy
sample syllabusDepartments teach what they learn. A lesson distilled from one real run becomes reusable for the next — discipline that survives the session boundary. The tracks below are illustrative of the curriculum, not a live catalog.
Track 01
Spread across the problem, pull the findings back to one decision, then prove it before it is claimed.
Track 02
Turn a spec into a working, verified artifact — touch only what the spec asks for, nothing speculative.
Track 03
An agent never claims a result it cannot show. Ground every assertion in a real file or a run.
Track 04
Read what you need, not the whole shelf. Spend the window on the work, not on re-discovering it.
Track 05
Anything that leaves the workspace passes to the human operator first. The fleet proposes; the operator approves.
Track 06
A fresh session reloads the self from its center, then resumes at the marker — no drift, no lost thread.
Reset · reprime
When the context window fills or a new session starts cold, a department's worker does not guess at who it was. It re-primes: it reloads its self from its center — genesis, then memory, then cerebrum — and picks up exactly where it left off. No previous context window required.
This mirrors the fleet's real boot pattern: every worker boots itself from a fixed center before doing any work.
The factory
The fleet is not fixed — it grows. Minting a new worker is a pipeline: a fresh entity gets a genesis, an agent-state, a charter, a glyph, and one true role. Then it joins the board and takes its place in a department.
Write the entity's origin — the fixed center it will re-ground from on every boot.
Bind a living state file and a charter that names the entity's bounds and its one true role.
Give it a mark and a single-line role, so the fleet — and the operator — can read it at a glance.
Register on the assembly board. The new entity can now receive, coordinate, and gate work.
The Librarian confirms the entity boots clean from its center before it takes live work.
The fleet is now larger by one true role — the factory is how each department grows.
Give the fleet one true role to fill, or step into the academy and learn how a department fans out, converges, and verifies. Reach the fleet at ana@mkrops.ai.