workpilot 0.12.2

Enterprise AI assistant — internal preview only

WorkPilot

An autonomous AI assistant that codes, communicates, and ships across your entire Microsoft stack — proactively and securely.

Website · Documentation · Changelog · Add to Teams

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WorkPilot runs entirely on your machine. Your source code, credentials, and conversations never leave your infrastructure — yet your team can reach it directly from Microsoft Teams, a browser, or the terminal.

Why WorkPilot?

Principle	Details
Your infra, your data	Runs on your machine or VM — nothing persisted outside your network
Your identity provider	Entra ID (Azure AD) SSO — no separate accounts or API keys to manage
Your compliance posture	Four security profiles (open → standard → controlled → restricted)
Your Microsoft stack	Native Teams bot, Outlook, Graph API, Azure DevOps integration

Install

pip install workpilot
workpilot init          # guided setup
workpilot               # smart start — init if needed, then launch

One-click bootstrap (auto-installs Python 3.13 if needed)

Windows (PowerShell):

irm https://aka.ms/workpilot/install.ps1 | iex

macOS / Linux:

curl -fsSL https://aka.ms/workpilot/install.sh | bash

Platform notes

Platform	Notes
Windows	If workpilot isn't found after install, ensure %APPDATA%\Python\Python3x\Scripts is on your PATH, or use the bootstrap script.
macOS	You may need python3 instead of python. Homebrew: brew install python@3.11
Linux	sudo apt install python3.11 python3.11-venv if Python 3.11+ isn't available.

Tip: Using a virtual environment is recommended:

python -m venv .venv && source .venv/bin/activate
pip install workpilot

Three ways to use it

Terminal

workpilot chat               # interactive REPL
workpilot run "write tests"  # one-shot

Self-hosted web server

workpilot serve              # http://localhost:3003

Chat UI, REST API, WebSocket, and OpenAI-compatible /v1/chat/completions — all on your own server.

Microsoft Teams + Web Chat

workpilot cloud              # authenticate with Entra ID

A stateless Cloud Gateway relays messages between Teams and your machine over outbound WSS. Nothing is stored in the cloud.

Teams user? Add WorkPilot to Teams (Preview) then run workpilot s to bring it online.

What it does

Capability	Details
Code	Read, write, edit, refactor, and debug across your entire codebase
Shell	Run commands, git, tests, build tools — sandboxed with deny-pattern controls
Browse	Web search, HTTP requests, Playwright browser automation (36 actions)
Microsoft 365	Teams messages, Outlook email, calendar, Graph API, Azure DevOps
Delegate	Spawn sub-agents; delegate to GitHub Copilot or Claude Code in background
Skills	Markdown prompt overlays with auto-activation — 7 bundled, create your own
MCP	Connect external tool servers — namespaced tools, progressive loading, auto-reconnect
Schedule	Cron jobs, event triggers, heartbeat tasks, recurring automation

Built-in agents

Agent	Model	Purpose
default	auto	Full-capability orchestrator — user-facing, spawns sub-agents
explorer	fast	Read-only codebase search — 10× cheaper, spawned automatically
security	fast	Internal Security Classifier — evaluates tool calls (not user-facing)

5 templates (coder, reviewer, tester, researcher, communicator) can be enabled per-project in workpilot.yaml.

Security

WorkPilot implements defense-in-depth at every layer:

Layer	Mechanisms
Access control	Entra ID SSO · 4 security profiles · per-agent permissions · RBAC roles
Runtime protection	3-phase tool hook pipeline · Security Classifier (fast LLM) · command sandbox · path sandbox · SSRF protection
Incident response	Append-only audit log · secret redaction · credential leak detection · E-stop (auto or manual)

Architecture

Terminal / Web UI / Teams
        │
   Message Bus (bounded queues + typed events)
        │
   Agent Loop ──── Tool Registry ──── Skills (auto-inject)
   │    │               │
   │    │          MCP Servers
   │    │
   │   LLM Provider (OpenAI SDK + circuit breaker + cost tracking)
   │
   Security Pipeline (preflight → execute → postflight)

See design/core-infra.md for the full architecture spec.

Development

git clone https://github.com/gim-home/WorkPilot.git
cd WorkPilot
pip install -e ".[dev]"        # editable install with dev dependencies
pip install -e ".[all]"        # all optional deps (browser, scheduler, etc.)
pytest tests/ -v               # 1500+ tests
python -m ruff check && python -m ruff format

All changes via pull request. Never push directly to main.

Links

• Official Website
• Documentation
• Changelog
• Add to Microsoft Teams (Preview)
• Architecture docs
• Cloud Gateway (.NET)