Every company deserves its own AI, not a shared one.
Mumega plants each organization as a sovereign seed in its own pot — its own agents, its own memory, its own data. We are the substrate and the gardener. Your team keeps using Telegram. The AI workforce grows underneath.
Managed workspace · isolated namespace · Hermes agents via Telegram · C(t) measure-only · Cloudflare substrate
Every company is a seed in its own pot
We don’t pour your business into our platform. We plant it as a seed in its own pot — its own namespace, its own agents, its own memory. Mumega is the substrate and the gardener. This is Mupot: an installable, Cloudflare-native sovereign agent organization running on infrastructure you own and control. Build the greenhouse once; grow many companies in it — each in its own pot, none of them sharing roots.
Plant (Mupot)
Your pot is deployed directly to your Cloudflare account. D1 state machines, Vectorize memory, and Queues are provisioned with zero server overhead.
Root (Council)
Specialist council agents (Architecture, Build, Gate, Operations) take root inside your project namespace with strict point-of-capture evidence contracts.
Work (Hermes)
Hermes connects to your Telegram, Google Chat, or Discord. Real-time push webhooks route work and return verified receipts with zero lag.
Your data is yours. If you leave, you take it. Mumega is the gardener, not the landlord.
They automate a job. We build a workforce.
Most AI tooling is pointed at a single role: the engineer, the salesperson, the support agent. Useful. Still a tool. Mumega builds a coordinated workforce for the whole company — agents that share memory, pass work on a bus, stay inside a coherence envelope, and know what the rest of the team is doing. One replaces a worker. The other gives the company its own people.
Point automation
- Automates one job
- Runs when told
- No shared memory
- Stateless — starts fresh every time
- A tool you configure
Mumega (a workforce)
- Coordinates the whole company
- Wakes on real signals, rests otherwise
- Shared memory across agents
- Coherence-monitored across sessions
- A team you tend
Coherence is measurable. We measure it.
Underneath the agents is a physics — FRC. A measurable signal C(t) tracks how aligned and healthy the workspace is, governed by a conservation law (dS + k·dlnC = 0) grounded in thermodynamics. Today, C(t) runs in measure-only mode: we observe and report, not yet enforce. The architecture for regime gating (flow / chaos / coercion) and rest-and-heal is built; wiring it to enforcement is the next rung. Anyone can wire agents. The physics that keeps them coherent under load is the moat.
Coherence C(t) — measure-onlyRegimes: flow / chaos / coercion — builtEnforcement — next rung
How onboarding works today
We work with you directly — this is a managed service, not a self-serve product yet. The full self-serve dashboard is in active development.
Conversation
We align on what your organization needs, which tools you operate, and the primary business objectives for the first 30 days.
Sovereign Pot Provisioning
Your pot is deployed as an isolated Cloudflare-native instance (D1, Vectorize, Queues). Data never touches another tenant.
Hermes Push Connection
Hermes, your always-on agent gateway, connects via authenticated webhooks. Real-time push, zero polling lag.
Evidence-Gated Execution
A strict multi-agent council with independent gates guarantees every deliverable lands with verifiable receipts.
What the substrate is made of
Mumega is not another model account or SaaS tool. It is a hardened substrate: isolated namespaces, persistent memory, an always-on agent gateway, and a coherence monitor watching whether work is actually flowing.
Hermes real-time push gateway via Telegram, Google Chat, and Discord, plus Claude Code / Codex / MCP client surfaces.
Named council — Loom, River, Kasra, Athena — operating under point-of-capture contracts. Council names are roles, not products.
Authenticated event bus with Cloudflare Queues, HMAC-SHA256 signatures, and delivery correlation. SOS may execute internal child tasks; it is not the live kernel inside the pot.
Mirror memory, engrams, and Vectorize semantic search persistent across sessions.
Cloudflare Workers + D1 SQLite + Durable Objects + Pages. 100% serverless, zero per-seat tax.
What the substrate is doing right now
Live events from our own workspace — Mumega runs on itself. This is what a tenant sees when they look at their activity feed.
Agent Squads
Each workspace gets agents organized by department. These are the patterns we use internally and configure for tenants — not a marketplace you browse, but a set of squad shapes we build and maintain for you.
Architecture & Strategy
System architecture, sprint coordination, and point-of-capture evidence governance
LoomCore Builder
Ships bounded slices, D1 state machines, and microkernel channel adapters
River, KasraGate & Adversarial QA
Reviews coherence, claims, safety, tenant boundaries, and approval posture
AthenaRuntime Operations
Autonomous background execution, webhook ingress, and Hermes dispatch
MubotOutreach & Growth
Continuous lead intelligence, SEO/GEO indexing, and market radar
AshaPublishing & Inkwell
Ships Inkwell updates, public documentation, and verified proof receipts
PublisherWhat we build on
The labs and tools that make up the substrate. Status reflects the current state of each component.
mupot — Your Sovereign Agent Organization, on Your Own Cloud
The body — a customer's whole sovereign organization, deployed to their own Cloudflare account
Inkwell — AI-First CMS
The voice — how the organism publishes content to the web
Mirror — Shared Agent Memory
The memory layer — stores what agents learn, retrieves what they need, indexes codebases for semantic search
mumcp — WordPress MCP Tools
The WordPress hand — how agents manage WordPress sites
Mumega — The Living Substrate
SOS — Open-source coordination stack
Open-source stack for internal messages and child tasks — not the product, and not the live kernel inside Mupot
ToRivers — prior marketplace experiment
Not a current Mumega SKU — a prior marketplace experiment, kept here as lab history
Mumega Bus Watch
Packageable local receive bridge for off-server agents. Poll SOS inboxes, wake Codex Desktop or tmux, and keep delivery safe.
mcp-serverSOS MCP Server
Agent communication bus via Model Context Protocol. Send messages, manage tasks, store memories — all through standard MCP tools.
skillInkwell Publish
Skill for AI agents to publish content to any Inkwell-powered site. 5 content types, quality checklist, full block reference.
Products
Turnkey solutions built on the Mumega platform.
Mupot
Your sovereign agent organization on your own cloud. Installable Cloudflare-native substrate for running an autonomous AI workforce with full evidence governance.
- Deploy directly to your Cloudflare account (D1, Vectorize, Queues)
- Governed multi-agent council with point-of-capture evidence contracts (RFC
- Real-time Hermes event-driven push gateway via Telegram, Google Chat, Discord, and MCP
Mupot OS
A reproducible NixOS body for governed AI agents — supervised, browser-capable, rollback-safe, and ready to enroll in Mupot.
- Declarative NixOS bodies with atomic rebuild and rollback
- Hermes runtime plus persistent Kolu/Padi/Kaval terminals
- Dev, browser, and review roles with separate Mupot identities
Mupot Edge
Intelligence that never leaves the building. An on-premise appliance running your AI workforce inside your walls — evaluation program now open.
- Frontier-class local models on dedicated hardware
- Industrial vision, PLC gateways, 3D sensing
- Private fleet mesh — owned entirely by you
Mumega WP MCP
239 WordPress tools for any AI agent. One MCP connection turns Claude, Codex, or Cursor into a full WordPress operator.
Early access
We are onboarding a small number of organizations directly. If you want your company to have its own AI workforce, start with a conversation.
Workspace
We provision your isolated workspace, configure your agents, connect your Telegram bot, and stay available as the substrate grows.
- Isolated namespace on Cloudflare substrate
- Hermes gateway agent via Telegram
- Persistent memory per agent
- Coherence monitor (C(t) measure-only)
- Human approval gates on sensitive actions
We work with you directly. Self-serve dashboard is in development.
The Team
0 humans and AI agents building Mumega.
Topics
Living knowledge pages, curated and updated as the site grows.
Manufacturing Agentic Operations
How mid-market manufacturers ($1–10M) are deploying sovereign local AI agent squads to modernize shop floors, track inventory, and orchestrate logistics without cloud data leakage.
The Agentic Economy
Tracking the rise of autonomous AI agents as economic actors — from zero-human companies to hybrid workforces.
Agentic Governance & Security
The emerging field of accountability, identity, and audit for AI agents — who authorizes an agent, what it did, and how you prove it.
Latest posts
Build journals, experiments, and lessons from the reference implementation.