Kai

An AI agent, not a chatbot. Kai wraps persistent Claude Code processes running on your hardware and connects them to Telegram as a control surface. Shell, filesystem, git, web search, scheduling - the agent has real access to your system and can take real action on it. It reviews PRs when code is pushed, triages issues when they're opened, monitors conditions on a schedule, and operates across any project on your machine. Multiple users can share a single Kai instance, each with their own isolated subprocess, workspace, conversation history, and optional OS-level process separation.

For detailed guides on setup, architecture, and optional features, see the Wiki.

Architecture

Kai is two layers: an outer Python application that handles Telegram, HTTP, and scheduling, and one or more inner Claude Code subprocesses that do the thinking and acting. The outer process manages lifecycle, authentication, and transport. Each user gets their own inner subprocess with persistent state, tool access, and a working directory on your filesystem. A subprocess pool manages lazy creation and idle eviction so resource usage scales with active users, not registered ones.

This is what separates Kai from API-wrapper bots that send text to a model endpoint and relay the response. Claude Code is a full agentic runtime - it reads files, runs shell commands, searches the web, writes and commits code, and maintains context across a session. Kai gives that runtime a durable home, a scheduling system, event-driven inputs, persistent memory, and a security model designed around the fact that it has all of this power.

Everything runs locally. Conversations never transit a relay server. Voice transcription and synthesis happen on-device. API keys are proxied through an internal service layer so they never appear in conversation context. There is no cloud component between you and your machine.

Security model

Giving an AI agent shell access is a real trust decision. Kai's approach is layered defense - each layer independent, so no single failure is catastrophic:

Telegram auth - only explicitly whitelisted user IDs can interact. Unauthorized messages are silently dropped before reaching any handler.
TOTP gate (optional) - two-factor authentication via time-based one-time passwords. After a configurable idle timeout, Kai requires a 6-digit authenticator code before processing anything. The secret lives in a root-owned file (mode 0600) that the bot process cannot read directly; it verifies codes through narrowly-scoped sudoers rules. Even if someone compromises your Telegram account, they can't use your assistant without your authenticator device. Rate limiting with disk-persisted lockout protects against brute force.
Process isolation - authentication state lives in the bot's in-memory context, not in the filesystem or conversation history. The inner Claude process cannot read, manipulate, or bypass the auth gate.
Path confinement - file exchange operations are restricted to the active workspace via Path.relative_to(). Traversal attempts are rejected. The send-file API also blocks access to history and memory directories.
Service proxy - external API keys live in server-side config (services.yaml) and are injected at request time. Claude calls APIs through a local proxy endpoint; the keys never enter the conversation. Per-service SSRF controls prevent services from being used as open HTTP proxies.
Multi-user isolation - each user's data is namespaced by chat ID: separate conversation history, workspace state, scheduled jobs, and file storage. When os_user is configured in users.yaml, the inner Claude subprocess runs as a dedicated OS account via sudo -u, creating a hard process-level boundary between users and between the bot and the AI.

Setup for TOTP requires the optional dependency group and root access:

pip install -e '.[totp]'             # adds pyotp and qrcode
sudo python -m kai totp setup        # generate secret, display QR code, confirm

For the full architecture, see System Architecture. For TOTP details, see TOTP Authentication.

Features

Workspaces

Switch the agent between projects on your system with /workspace <name>. Names resolve relative to WORKSPACE_BASE (set in .env). Identity and memory carry over from the home workspace, so Kai retains full context regardless of what it's working on. Create new workspaces with /workspace new <name>. Absolute paths are not accepted - all workspaces must live under the configured base directory.

Per-workspace configuration is supported via workspaces.yaml (or /etc/kai/workspaces.yaml for protected installations). Each workspace can override the Claude model, budget, timeout, environment variables, and system prompt. See workspaces.example.yaml for the full format.

Multi-user

A single Kai instance can serve multiple Telegram users, each fully isolated. Define users in users.yaml (or /etc/kai/users.yaml for protected installations):

users:
  - telegram_id: 123456789
    name: alice
    role: admin           # receives webhook notifications (GitHub, generic)
    github: alice-dev     # routes GitHub events to this user
    os_user: alice        # subprocess runs as this OS account
    home_workspace: /home/alice/workspace
    max_budget: 15.0      # ceiling for /budget command (CLAUDE_MAX_BUDGET_USD is the default)

Each user gets:

Own Claude subprocess - created lazily on first message, evicted after idle timeout (CLAUDE_IDLE_TIMEOUT, default 30 minutes). No shared conversation state.
Isolated data - conversation history, workspace settings, scheduled jobs, and file uploads are all namespaced by user. One user cannot see or affect another's state.
Optional OS-level separation - set os_user to run that user's Claude process as a dedicated system account via sudo -u. Requires a sudoers rule (the install script generates one automatically).
Per-user home workspace - each user can have their own default workspace directory.
Role-based routing - admins receive unattributed webhook events (GitHub pushes, generic webhooks). Regular users interact only through Telegram messages.

Run make config to generate users.yaml, or create one manually. See the Multi-User section below for the full schema. When users.yaml is absent, Kai falls back to ALLOWED_USER_IDS for backward compatibility. If neither is set, Kai refuses to start (fail-closed). The CLAUDE_USER env var acts as a global fallback for subprocess isolation; per-user os_user in users.yaml takes precedence when set.

Memory

Three layers of persistent context give the agent continuity across sessions:

Auto-memory - managed by Claude Code per-workspace. Project architecture and patterns.
Home memory (DATA_DIR/memory/MEMORY.md) - personal memory, always injected regardless of current workspace. Proactively updated by Kai.
Conversation history (DATA_DIR/history/<chat_id>/) - JSONL logs, one file per day per user. Searchable for past conversations.

Foreign workspaces also get their own .claude/MEMORY.md injected alongside home memory. See System Architecture.

Scheduled jobs

Reminders and recurring agent jobs with one-shot, daily, and interval schedules. Ask naturally ("remind me at 3pm") or use the HTTP API (POST /api/schedule). Agent jobs run as full Claude Code sessions - Kai can check conditions, search the web, run commands, and report back on a schedule. Auto-remove jobs support monitoring use cases where the agent watches for a condition and deactivates itself when it's met. See Scheduling and Conditional Jobs.

PR Review Agent

When code is pushed to a pull request, Kai automatically reviews it. A one-shot Claude subprocess analyzes the diff, checks for bugs, style issues, and spec compliance, and posts a review comment directly on the PR. If you push fixes, it reviews again - and checks its own prior comments so it doesn't nag about things you already addressed. See PR Review Agent.

Issue Triage Agent

When a new issue is opened, Kai triages it automatically. A one-shot Claude subprocess reads the issue, applies labels (creating them if they don't exist), checks for duplicates and related issues, assigns it to a project board if appropriate, posts a triage summary comment, and sends you a Telegram notification. See Issue Triage Agent.

Both agents are fire-and-forget background tasks that run independently of your chat session. They use separate Claude processes, so a review or triage can happen while you're mid-conversation. Opt-in via PR_REVIEW_ENABLED and ISSUE_TRIAGE_ENABLED in .env.

GitHub notification routing

GitHub event notifications (pushes, PRs, issues, comments, reviews) can be routed to a separate Telegram group via GITHUB_NOTIFY_CHAT_ID, keeping your primary DM clean for conversation. Agent output (review comments, triage summaries) also routes to the group. See GitHub Notification Routing.

Webhooks

An HTTP server receives external events and routes them to the agent. GitHub webhooks (pushes, PRs, issues, comments, reviews) are validated via HMAC-SHA256. A generic endpoint (POST /webhook) accepts JSON from any service - CI pipelines, monitoring alerts, deployment hooks, anything that can POST JSON. See Exposing Kai to the Internet.

File exchange

Send any file type directly in chat - photos, documents, PDFs, archives, anything. Files are saved to per-user directories under the data directory with timestamped names, and the agent gets the path so it can work with them via shell tools. Kai can also send files back to you through the internal API. Images render inline; everything else arrives as a document attachment. Set FILE_RETENTION_DAYS to automatically clean up old uploads.

Streaming responses

Responses stream into Telegram in real time, updating the message every 2 seconds.

Model switching

Switch between Opus, Sonnet, and Haiku via /models (interactive picker) or /model <name> (direct). Changing models restarts the session.

Voice input

Voice notes are transcribed locally using whisper.cpp and forwarded to the agent. Requires ffmpeg and whisper-cpp. Disabled by default - set VOICE_ENABLED=true after installing dependencies. See the Voice Setup wiki page.

Voice responses (TTS)

Text-to-speech via Piper TTS. Three modes: /voice only (voice note, no text), /voice on (text + voice), /voice off (text only, default). Eight curated English voices. Requires pip install -e '.[tts]' and TTS_ENABLED=true. See Voice Setup.

Dual-mode Telegram transport

Kai supports two ways of receiving Telegram updates: long polling (default) and webhooks. Polling works out of the box behind NAT with zero infrastructure. Set TELEGRAM_WEBHOOK_URL in .env to switch to webhook mode for lower latency - this requires a tunnel or reverse proxy (see Exposing Kai to the Internet).

Crash recovery

If interrupted mid-response, Kai notifies you on restart and asks you to resend your last message.

Commands

Command	Description
`/new`	Clear session and start fresh
`/stop`	Interrupt a response mid-stream
`/models`	Interactive model picker
`/model <name>`	Switch model (`opus`, `sonnet`, `haiku`)
`/workspace`	Show current workspace
`/workspace <name>`	Switch by name (resolved under `WORKSPACE_BASE`)
`/workspace home`	Return to default workspace
`/workspace new <name>`	Create a new workspace with git init
`/workspaces`	Interactive workspace picker
`/voice`	Toggle voice responses on/off
`/voice only`	Voice-only mode (no text)
`/voice on`	Text + voice mode
`/voice <name>`	Set voice
`/voices`	Interactive voice picker
`/stats`	Show session info, model, and cost
`/jobs`	List active scheduled jobs
`/canceljob <id>`	Cancel a scheduled job
`/webhooks`	Show webhook server status
`/help`	Show available commands

Requirements

Python 3.13+
Claude Code CLI installed and authenticated
A Telegram bot token from @BotFather
Your Telegram user ID (get it from @userinfobot)

Setup

git clone git@github.com:dcellison/kai.git
cd kai
python3 -m venv .venv
source .venv/bin/activate
pip install -e '.[dev]'
cp .env.example .env

Environment variables

Variable	Required	Default	Description
`TELEGRAM_BOT_TOKEN`	Yes		Bot token from BotFather
`ALLOWED_USER_IDS`	Yes*		Comma-separated Telegram user IDs (*not required when `users.yaml` exists)
`CLAUDE_MODEL`	No	`sonnet`	Default model (`opus`, `sonnet`, or `haiku`)
`CLAUDE_TIMEOUT_SECONDS`	No	`120`	Per-message timeout
`CLAUDE_MAX_BUDGET_USD`	No	`10.0`	Session budget cap
`WORKSPACE_BASE`	No		Base directory for workspace name resolution
`ALLOWED_WORKSPACES`	No		Comma-separated absolute paths accessible as workspaces outside `WORKSPACE_BASE`
`WEBHOOK_PORT`	No	`8080`	HTTP server port for webhooks and scheduling API
`WEBHOOK_SECRET`	No		Secret for webhook validation and scheduling API auth
`TELEGRAM_WEBHOOK_URL`	No		Telegram webhook URL (enables webhook mode; omit for polling)
`TELEGRAM_WEBHOOK_SECRET`	No		Separate secret for Telegram webhook auth (defaults to `WEBHOOK_SECRET`)
`PR_REVIEW_ENABLED`	No	`false`	Enable automatic PR review on push
`ISSUE_TRIAGE_ENABLED`	No	`false`	Enable automatic issue triage on open
`VOICE_ENABLED`	No	`false`	Enable voice message transcription
`TTS_ENABLED`	No	`false`	Enable text-to-speech voice responses
`TOTP_SESSION_MINUTES`	No	`30`	Minutes before TOTP re-authentication is required
`TOTP_CHALLENGE_SECONDS`	No	`120`	Seconds the code entry window stays open
`TOTP_LOCKOUT_ATTEMPTS`	No	`3`	Failed TOTP attempts before temporary lockout
`TOTP_LOCKOUT_MINUTES`	No	`15`	TOTP lockout duration in minutes
`CLAUDE_USER`	No		OS user for the inner Claude process (enables process isolation via `sudo -u`)
`CLAUDE_IDLE_TIMEOUT`	No	`1800`	Seconds before idle subprocesses are evicted (0 to disable)
`GITHUB_NOTIFY_CHAT_ID`	No		Telegram chat ID for routing GitHub notifications to a separate group
`FILE_RETENTION_DAYS`	No	`0`	Days to keep uploaded files before cleanup (0 to disable)

CLAUDE_MAX_BUDGET_USD limits how much work Claude can do in a single session via Claude Code's --max-budget-usd flag. On Pro/Max plans this is purely a runaway prevention mechanism (no per-token charges). The session resets on /new, model switch, or workspace switch.

Running

make run

Or manually: source .venv/bin/activate && python -m kai

Running as a service (macOS)

Create ~/Library/LaunchAgents/com.kai.bot.plist:

<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE plist PUBLIC "-//Apple//DTD PLIST 1.0//EN" "http://www.apple.com/DTDs/PropertyList-1.0.dtd">
<plist version="1.0">
<dict>
    <key>Label</key>
    <string>com.kai.bot</string>

    <key>ProgramArguments</key>
    <array>
        <string>/path/to/kai/.venv/bin/python</string>
        <string>-m</string>
        <string>kai</string>
    </array>

    <key>WorkingDirectory</key>
    <string>/path/to/kai</string>

    <key>EnvironmentVariables</key>
    <dict>
        <key>PATH</key>
        <string>/opt/homebrew/bin:/usr/local/bin:/usr/bin:/bin</string>
    </dict>

    <key>RunAtLoad</key>
    <true/>

    <key>KeepAlive</key>
    <true/>

    <key>ProcessType</key>
    <string>Background</string>
</dict>
</plist>

Replace /path/to/kai with your actual project path. The PATH must include directories for claude, ffmpeg, and any other tools Kai shells out to.

launchctl load ~/Library/LaunchAgents/com.kai.bot.plist

Kai will start immediately and restart automatically on login or crash. Logs go to logs/kai.log with daily rotation (14 days of history). To stop:

launchctl unload ~/Library/LaunchAgents/com.kai.bot.plist

Running as a service (Linux)

Create /etc/systemd/system/kai.service:

[Unit]
Description=Kai Telegram Bot
After=network-online.target
Wants=network-online.target

[Service]
Type=simple
User=YOUR_USERNAME
WorkingDirectory=/path/to/kai
ExecStart=/path/to/kai/.venv/bin/python -m kai
Restart=always
RestartSec=5
Environment=PATH=/usr/local/bin:/usr/bin:/bin

[Install]
WantedBy=multi-user.target

Replace YOUR_USERNAME and /path/to/kai with your values. Add any extra directories to PATH where claude, ffmpeg, etc. are installed.

The network-online.target dependency ensures systemd waits for network connectivity before starting Kai, preventing DNS failures during boot.

sudo systemctl enable kai
sudo systemctl start kai

Check logs with tail -f logs/kai.log or journalctl -u kai -f. To stop:

sudo systemctl stop kai

Project Structure

kai/
├── src/kai/                  # Source package
│   ├── __init__.py           # Version
│   ├── __main__.py           # python -m kai entry point
│   ├── main.py               # Async startup and shutdown
│   ├── bot.py                # Telegram handlers, commands, message routing
│   ├── claude.py             # Persistent Claude Code subprocess management
│   ├── config.py             # Environment and per-workspace config loading
│   ├── sessions.py           # SQLite session, job, and settings storage
│   ├── cron.py               # Scheduled job execution (APScheduler)
│   ├── webhook.py            # HTTP server: GitHub/generic webhooks, scheduling API
│   ├── history.py            # Conversation history (read/write JSONL logs)
│   ├── pool.py               # Per-user Claude subprocess pool (lazy creation, idle eviction)
│   ├── locks.py              # Per-chat async locks and stop events
│   ├── install.py            # Protected installation tooling
│   ├── totp.py               # TOTP verification, rate limiting, and CLI
│   ├── review.py             # PR review agent (one-shot Claude subprocess)
│   ├── triage.py             # Issue triage agent (one-shot Claude subprocess)
│   ├── services.py           # External service proxy for third-party APIs
│   ├── transcribe.py         # Voice message transcription (ffmpeg + whisper-cpp)
│   └── tts.py                # Text-to-speech synthesis (Piper TTS + ffmpeg)
├── tests/                    # Test suite
├── home/                     # Claude Code home workspace
│   ├── .claude/              # Identity and memory template
│   └── files/                # File exchange directory (created at runtime)
├── kai.db                    # SQLite database (gitignored, created at runtime)
├── logs/                     # Daily-rotated log files (gitignored)
├── models/                   # Whisper and Piper model files (gitignored)
├── services.yaml             # External service configs (gitignored)
├── workspaces.example.yaml   # Per-workspace config template
├── pyproject.toml            # Package metadata and dependencies
├── Makefile                  # Common dev commands
├── .env                      # Environment variables (gitignored, copy from .env.example)
└── LICENSE                   # Apache 2.0

Development

make setup      # Install in editable mode with dev tools
make lint       # Run ruff linter
make format     # Auto-format with ruff
make check      # Lint + format check (CI-friendly)
make test       # Run test suite
make run        # Start the bot

Production deployment

For a hardened installation that separates source, data, and secrets across protected directories:

python -m kai install config       # Interactive Q&A, writes install.conf (no sudo)
sudo python -m kai install apply   # Creates /opt layout, migrates data (root)
python -m kai install status       # Shows current installation state (no sudo)

This creates a split layout:

/opt/kai/ - read-only source and venv (root-owned)
/var/lib/kai/ - writable runtime data: database, logs, files (service-user-owned)
/etc/kai/ - secrets: env file, service configs, TOTP (root-owned, mode 0600)

The install module handles directory creation, source copying, venv setup, secret deployment, sudoers rules, data migration, service definition generation, and service lifecycle (stop/start). Use --dry-run to preview changes without applying them.

The service user reads secrets via narrowly-scoped sudoers rules (sudo cat on specific files only). The inner Claude process cannot read secrets or modify source code.

License

Apache License 2.0. See LICENSE for details.

Name		Name	Last commit message	Last commit date
Latest commit History 255 Commits
.github		.github
home/.claude		home/.claude
scripts		scripts
src/kai		src/kai
tests		tests
.env.example		.env.example
.gitignore		.gitignore
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
Makefile		Makefile
README.md		README.md
pyproject.toml		pyproject.toml
services.example.yaml		services.example.yaml
workspaces.example.yaml		workspaces.example.yaml

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Kai

Architecture

Security model

Features

Workspaces

Multi-user

Memory

Scheduled jobs

PR Review Agent

Issue Triage Agent

GitHub notification routing

Webhooks

File exchange

Streaming responses

Model switching

Voice input

Voice responses (TTS)

Dual-mode Telegram transport

Crash recovery

Commands

Requirements

Setup

Environment variables

Running

Running as a service (macOS)

Running as a service (Linux)

Project Structure

Development

Production deployment

License

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