Timmy Time — Mission Control

A local-first, sovereign AI agent system. Talk to Timmy, watch his swarm, gate API access with Bitcoin Lightning — all from a browser, no cloud AI required.

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Quick Start

git clone http://localhost:3000/rockachopa/Timmy-time-dashboard.git
cd Timmy-time-dashboard
make install              # create venv + install deps
cp .env.example .env      # configure environment

ollama serve              # separate terminal
ollama pull qwen3.5:latest  # Required for reliable tool calling

make dev                  # http://localhost:8000
make test                 # no Ollama needed

Note: qwen3.5:latest is the primary model — better reasoning and tool calling than llama3.1:8b-instruct while still running locally on modest hardware. Fallback: llama3.1:8b-instruct if qwen3.5:latest is not available. llama3.2 (3B) was found to hallucinate tool output consistently in testing.

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What's Here

Subsystem	Description
Timmy Agent	Agno-powered agent (Ollama default, AirLLM optional for 70B/405B)
Mission Control	FastAPI + HTMX dashboard — chat, health, swarm, marketplace
Spark	Event capture, predictions, memory consolidation, advisory
Infrastructure	WebSocket manager, notifications, events bus, LLM cascade router
Integrations	Telegram bridge, Siri Shortcuts, voice NLU, mobile layout
Brain	Identity system, memory interface

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Commands

make dev            # start dashboard (http://localhost:8000)
make test           # run all tests
make test-cov       # tests + coverage report
make lint           # run ruff/flake8
make docker-up      # start via Docker
make help           # see all commands

CLI tools: timmy, timmy-serve

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Documentation

Document	Purpose
CLAUDE.md	AI assistant development guide
AGENTS.md	Multi-agent development standards
.env.example	Configuration reference
docs/	Architecture, ADRs, security audit, roadmap

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Configuration

cp .env.example .env

Variable	Default	Purpose
OLLAMA_URL	http://localhost:11434	Ollama host
OLLAMA_MODEL	qwen3.5:latest	Primary model for reasoning and tool calling. Fallback: llama3.1:8b-instruct
DEBUG	false	Enable /docs and /redoc
TIMMY_MODEL_BACKEND	ollama	ollama | airllm | auto
AIRLLM_MODEL_SIZE	70b	8b | 70b | 405b
L402_HMAC_SECRET	(default — change in prod)	HMAC signing key for macaroons
L402_MACAROON_SECRET	(default — change in prod)	Macaroon secret
LIGHTNING_BACKEND	mock	mock (production-ready) | lnd (scaffolded, not yet functional)

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Architecture

Browser / Phone
      │ HTTP + HTMX + WebSocket
      ▼
┌─────────────────────────────────────────┐
│             FastAPI (dashboard.app)      │
│  routes: agents, health, swarm,          │
│          marketplace, voice, mobile      │
└───┬─────────────┬──────────┬────────────┘
    │             │          │
    ▼             ▼          ▼
Jinja2        Timmy       Infrastructure
Templates     Agent       ├─ LLM Router (cascade)
(HTMX)        │           ├─ WebSocket manager
              ├─ Ollama   ├─ Notifications
              └─ AirLLM   └─ Events bus
    │
    ├── Integrations (voice NLU, Telegram, Siri Shortcuts)
    ├── WebSocket live feed (ws_manager)
    ├── Push notifications (local + macOS native)
    └── Spark (events, predictions, advisory)

Persistence: timmy.db (Agno memory), data/swarm.db (registry + tasks)
External:    Ollama :11434, optional Redis, optional LND gRPC

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Project Layout

src/
  config.py           # pydantic-settings — all env vars live here
  timmy/              # Core agent, personas, agent interface, semantic memory
  dashboard/          # FastAPI app, routes, Jinja2 templates
  infrastructure/     # WebSocket, notifications, events, LLM router
  integrations/       # Discord, Telegram, Siri Shortcuts, voice NLU
  spark/              # Intelligence engine — events, predictions, advisory
  brain/              # Identity system, memory interface
  timmy_serve/        # API server, TTS, inter-agent communication
tests/                # one test file per module, all mocked
static/style.css      # Dark mission-control theme (JetBrains Mono)
docs/                 # GitHub Pages landing page
AGENTS.md             # AI agent development standards ← read this
.env.example          # Environment variable reference
Makefile              # Common dev commands

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Mobile Access

The dashboard is fully mobile-optimized (iOS safe area, 44px touch targets, 16px input to prevent zoom, momentum scroll).

# Bind to your local network
uvicorn dashboard.app:app --host 0.0.0.0 --port 8000 --reload

# Find your IP
ipconfig getifaddr en0    # Wi-Fi on macOS

Open http://<your-ip>:8000 on your phone (same Wi-Fi network).

Mobile-specific routes:

• /mobile — single-column optimized layout
• /mobile-test — 21-scenario HITL test harness (layout, touch, scroll, notch)

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AirLLM — Big Brain Backend

Run 70B or 405B models locally with no GPU, using AirLLM's layer-by-layer loading. Apple Silicon uses MLX automatically.

pip install ".[bigbrain]"
pip install "airllm[mlx]"   # Apple Silicon only

timmy chat "Explain self-custody" --backend airllm --model-size 70b

Or set once in .env:

TIMMY_MODEL_BACKEND=auto
AIRLLM_MODEL_SIZE=70b

Flag	Parameters	RAM needed
8b	8 billion	~16 GB
70b	70 billion	~140 GB
405b	405 billion	~810 GB

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CLI

timmy chat "What is sovereignty?"
timmy think "Bitcoin and self-custody"
timmy status

timmy-serve start          # L402-gated API server (port 8402)
timmy-serve invoice        # generate a Lightning invoice
timmy-serve status

Or with the bootstrap script (creates venv, tests, watchdog, server in one shot):

bash scripts/activate_self_tdd.sh
bash scripts/activate_self_tdd.sh --big-brain   # also installs AirLLM

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Troubleshooting

• ollama: command not found — brew install ollama or ollama.com
• connection refused — run ollama serve first
• ModuleNotFoundError — source .venv/bin/activate && make install
• Health panel shows DOWN — Ollama isn't running; chat returns offline message

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Roadmap

Version	Name	Status
1.0	Genesis	Complete — Agno + Ollama + SQLite + Dashboard
2.0	Exodus	In progress — Voice + Marketplace + Integrations
3.0	Revelation	Planned — Lightning treasury + single .app bundle