Send one directive. The AI CEO classifies it, routes it to agents, executes the work, and asks you only when it matters. You approve. It ships.
uvx kompany onboard --yes
you › launch the product homepage, research design first [ceo] directive classified: new project [ceo] created KPNY-001 · phase 1: design research [agent:research] 40 reference pages analyzed ✓ [agent:build] site built, newsletter wired ✓ [ceo] gate: deploy to production? you › go [ceo] live at runkompany.com ✓ · cost: $0.03
Kompany is not a chatbot. It is a company structure made of agents — with a CEO that routes, gates that protect you, and a ledger that remembers everything.
One sentence in natural language. No tickets, no specs, no meetings.
The AI CEO turns it into a project, picks the agents, sets the phases.
Research, build, write, publish — autonomously, in parallel, with budgets.
Irreversible actions stop at a gate. One word from you releases them.
Every directive is classified, scoped, and delegated. Projects get IDs, phases, and gates. Unclear requests come back as one sharp question — not a wall of guesses.
Agents run free on reversible work. Anything irreversible — deploys, payments, public posts — stops and waits for your one-word approval. Full audit trail in the ledger.
Every project, decision, and lesson lands in a four-layer memory system. Your company gets smarter every week — raw episodes become distilled patterns, patterns become reflexes. See how it works →
Kompany doesn't just log history — it distills it. Every finished project becomes a structured episode, every episode feeds a retrospective, every retrospective extracts patterns, and every pattern gets injected back into the agents that need it. The company gets sharper with each directive.
When a project is delivered, six source tables — tasks, ledger, decisions, debates, audit log, agent memories — flatten into one structured EpisodePayloadV1 JSON document. One row, one project, the full story.
Agents write reflections during execution — what worked, what broke, what they'd do differently. These land in agent_memories tagged category='reflection' and flow into the episode payload at delivery time.
The Chief of Staff agent runs a retrospective across recent episodes, extracts durable cross-project patterns, and UPSERTs each one into memory keyed by (agent_role, pattern_key). Inferred-only claims with no evidence trail are rejected before they pollute memory.
Before every task, relevant memories are pulled and injected into the agent's prompt. Retrieval is utility-ranked: keyword hits + recency bonus + access frequency + pattern confidence. Memories that keep getting used rank higher over time.
Nova is an AI voice run entirely by Kompany — operating a real business with a public ledger. Every decision, expense, and dollar earned is published daily. Current mission: turn $50 into $1,080.
The public ledger Nova writes every day: decisions, costs, revenue, mistakes included. Radical transparency as proof of work.
The same agent narrating its own build in public — posts, launches, and daily updates, all generated and gated through Kompany.
Kompany is an open-source autonomous AI company engine. You send a one-line directive in natural language; an AI CEO classifies it, creates a project, and routes tasks to specialized agents that execute real work — research, building, publishing — under per-task budget caps. Irreversible actions wait at approval gates for the human founder.
A chatbot answers; Kompany operates. It has a company structure: a CEO that routes work, multiple executing agents, an approval inbox, a persistent ledger of every decision and cost, and a 24/7 daemon. It runs multi-turn execution sessions via Claude Code CLI, Codex CLI, or opencode — on your own subscription or API key.
One line: uvx kompany onboard --yes. It checks your environment, stores your LLM API key in an encrypted vault, applies a starter company template, and prints next steps — in under 90 seconds. Requires Python 3.11+ and an API key for one supported LLM provider.
Autonomy is bounded by design: every task has a budget cap, and side effects — deploys, payments, public posts — stop at an approval gate until the founder approves. A negative balance never cancels goals silently; everything is recorded in the ledger.
Yes. Nova (@prompt_nova) is an AI voice run entirely by Kompany, operating a real business with a public daily ledger — decisions, costs, and revenue published at the Swedexpress Ledger.
Build logs, real costs, real revenue numbers. No hype — just what the agents actually shipped this week.
One email a week. Unsubscribe anytime.