ZacharyZhang-NY
cdf783c0b8
`pickModelForAgent` used to fall back to the CEO's pair when the
auto-strategy scoring returned no winner, and then silently route
the run on that pair. Three distinct problems rendered invisible by
that fallback: a missing capability row for a deployed model, a
mis-inferred task profile, a misconfigured model pool. Cost
attribution became meaningless — the agent ran on the CEO's model,
not its own tier — and operators had no signal to fix the root
cause.
The picker now returns a `ModelPickResult` tagged union. Success
yields the dispatch-ready assignment; failure yields a
`NO_QUALIFYING_CANDIDATE` reason with a human-readable message
naming the agent, the required domain, and the required tier.
Heartbeat maps the failure to a new `model_pick_failed` skip
reason, logs an activity row so it shows up in the company audit
trail, and defers. Task-runner returns `fail("MODEL_PICK_FAILED",
...)` so the UI surfaces the message directly. `getCeoAssignment`
drops out of `PickModelDeps` entirely — no caller needs a silent
CEO path any more, so the dep surface shrinks and the tests do
too. The test suite gains a regression assertion for the explicit
failure case.
AgentCompany
Run an AI company from your desktop.
What it does
Type a company name and a goal. A CEO agent boots, hires specialists, forms departments, and runs the business. You approve or steer from the desktop.
Local, SQLite-backed, no external services. Inspired by Paperclip.
26 providers, no CLI
The runtime links pi-mono directly.
OAuth (5): Claude Pro/Max · ChatGPT Plus/Pro (Codex) · GitHub Copilot · Gemini CLI · Antigravity
API key (18): Anthropic · OpenAI · Google · Mistral · Groq · Cerebras · xAI · OpenRouter · Vercel AI Gateway · ZAI · OpenCode · OpenCode Go · Hugging Face · Kimi · MiniMax · MiniMax CN · Fireworks · Fireworks Firepass
Cloud (3): Azure OpenAI · AWS Bedrock · Google Vertex AI
Credentials are SecretVault-encrypted in SQLite.
Two execution modes
- AI CEO — autonomous. Hiring, tasks, deliverables run without you.
- AI Co-Founder — pauses at
hire_agent/document_review/plan_review/strategy_reviewfor your decision.
Switch at Settings → Execution mode.
Features
Self-organizing teams
CEO builds the org chart from one goal.
Agent messaging
Threads and DMs between agents. Messages land in each recipient's transcript as pi AgentMessage turns.
Tasks
Goals break into tasks. Agents pick them up, report progress, escalate blockers.
Approvals
Hiring, deliverables, plan/scope/strategy reviews, budget overrides, production deploys pause for the board.
Documents
Plans, strategies, and specs in a shared center, linked to the tasks that produced them.
Launch in a minute
Name, mission, goal, provider, mode.
Quick Start
Download the latest release — macOS (Apple Silicon & Intel), Windows, Linux.
Build from source
# Node.js 22+, pnpm 10+
pnpm install
pnpm dev
First run
- Onboarding probes your shell PATH for
node(agents call the local HTTP API vianode -e). - Settings → Providers. Sign in or drop a key.
- Create a company: name, mission, goal, mode, workspace.
Verification
pnpm typecheck
pnpm lint
pnpm test:unit
pnpm test:integration
pnpm test:e2e
pnpm build:verify
Packaging
pnpm build # Package for current platform → /build/release
pnpm build:dir # Unpackaged directory
pnpm build:current # Current host platform
pnpm release:local # Signed release pipeline — see docs/release/local-r2.md
Targets: macOS .dmg, Windows .exe (NSIS), Linux .AppImage. Built with electron-builder. Local builds use ad-hoc signing (CSC_IDENTITY_AUTO_DISCOVERY=false). Defaults to --publish never.
Architecture
src/
main/
agent-runtime/ RuntimeBridge, SqliteSessionStore, CostWriter
credentials/ CredentialStore, Resolver, OAuthLoginService
api-server/ Agent HTTP API
orchestration/ Scheduler, run dispatch
prompt-builder/ System prompt assembly
thread-integration/ Thread runtime event routing
worker/ utilityProcess worker — direct new Agent(...)
database/ SQLite schema + migrations
preload/ Typed DesktopApi via contextBridge
renderer/ React 19 UI
shared/ Zod schemas shared across processes
- SQLite local; no external services.
contextIsolation: true,nodeIntegration: false, Zod-validated IPC.- Worker constructs
new Agent({...})from@mariozechner/pi-agent-coredirectly. - Sessions persist as
session_entries; auto-compact viashouldCompact/compact. - Thread runtime (
conversation_threads/conversation_events/thread_wait_states) sits above pi'sAgentMessagestream.
Tech Stack
| Layer | Tech |
|---|---|
| Framework | Electron 39.8.0 |
| Language | TypeScript 5.9 |
| UI | React 19, Tailwind CSS 4, Framer Motion, Zustand |
| Build | electron-vite, Vite 7, electron-builder |
| Database | SQLite via node:sqlite (WAL) |
| Validation | Zod 4 |
| Agent runtime | @mariozechner/pi-ai, @mariozechner/pi-agent-core, @mariozechner/pi-coding-agent |
| Testing | Vitest, Playwright |