A ticket-driven platform where work flows from intake to delivery without manual handoff: agents claim tickets, work in isolated git worktrees, pass a code-review gate, and ship behind hard payment and approval gates, with every decision logged.
AI systems for studios that run themselves. We design and ship the agent infrastructure: shared memory, review-gated dispatch, on-device inference, and a fleet that works while you sleep.
Infrastructure that turns a studio into an autonomous operation.
A digester that reads the session stores of Claude Code, Codex, Kimi, OpenClaw, Hermes, and Paperclip, distills decisions and outcomes, and serves a shared journal so any agent resumes the others' context instead of starting cold.
A file-based task mailbox layered on the bus: atomic claim enforces one owner per task, a different-model reviewer gate is enforced in code, and a routing policy sends each task to the cheapest capable model and escalates on failure.
A scheduled fleet across creative, operations, research, finance, and distribution, with hourly health scoring, self-healing restarts, and integration checks. Strategic and predictive agents propose reallocations before things break.
A quantized coder model served on Apple Silicon via MLX behind an OpenAI-compatible endpoint, wired in as the Tier-0 backend so routine and offline agent work costs nothing and never leaves the machine.
An end-to-end generative pipeline: real-brand intake, multi-model concepting, and deterministic reel synthesis through HTML to Playwright frame capture to ffmpeg, producing on-brand vertical social video at scale.
Background agents run on Claude subscriptions rather than per-call API keys, while specialist tasks route to their optimal model and tier. The result: continuous autonomous operation with effectively zero recurring LLM cost.
A governance layer that arms agents with roles, budgets, and heartbeat routines, with kill-switches that pause everything if limits are hit. The company layer that turns a pile of scripts into a coordinated, accountable operation.
What we actually build.
Orchestration
Multi-agent coordination, cross-runtime memory, task dispatch with reviewer gates, scheduled autonomous fleets.
LLM Engineering
Claude, GPT/Codex, Kimi. Multi-model routing, tool-use design, MCP integration and custom servers.
Local Inference
Apple MLX on-device serving, OpenAI-compatible endpoints, offline-first fallbacks.
Automation
launchd scheduling, self-healing ops, integration health across 16+ connectors.
Creative Systems
Generative pipelines, deterministic reel synthesis, brand-aware design automation.
Ship
Python, Node, Fly.io, Docker, Playwright, ffmpeg, Linear/Airtable/Square APIs.