Liminal AI is the product you can install now. Everything else on this page is in development or research — we name it so you know where we're headed, not to imply shipping dates.
The open-source agent harness you run on your own machine.
Model-agnostic ReAct loop with 140+ tools, persistent memory, persona system, terminal + web UI, and hosted one-command install. MIT licensed — you bring the API key.
Same studio rules for every line: local-first where it matters, model-agnostic, inspectable loops, MIT or open-core when we ship code.
Shared agent infrastructure for engineering teams — not another black-box copilot.
Built on the same harness as Liminal: shared persona profiles, team-scoped memory and vault patterns, centralized provider config, and audit-friendly session logs. Waitlist open; we ship when it is ready to trial, not before.
Your harness in your pocket — approve tools, send messages, stay in the loop.
A native companion for the Liminal web bridge: chat, streaming, approvals, and attachments against the same local harness you run on your desktop. Android work has started in the monorepo; iOS and store release follow a stable v0.1.0 harness.
CI-grade regression testing for agent harnesses — the eval suite, productized.
Liminal already ships 20+ scenario packs (`packages/eval`). Vireon Bench would package that for teams: run harness regressions in CI, compare runs over time, and gate releases on agent behavior — not just unit tests.
Embed the Liminal loop in your product — IDE plugin, internal bot, or vertical agent.
For teams building their own surfaces: programmatic access to the same dispatcher, tools, memory bus, and settings model — without re-implementing retries, compression, and safety gates.
Alpha → beta → RC → v0.1.0 public preview is the path for the harness itself (install GA, tagged releases). Other products above generally land after or alongside that foundation.
Tell us which product line matters to you — Team, Mobile, Bench, or SDK — and we'll prioritize design partners.
Install Liminal AI in one command. Free software, your API key, your machine — edit code, run tests, and ship faster without a SaaS middleman.