The Opta Stack
One AI, continuously optimised. Built by one person in Australia. Pick the apps you need — they all run on the same identity, settings, and intelligence.
So what actually is Opta?
Opta is a single unified AI you talk to. Behind the scenes, every Opta response is shaped by an internal team of complementary models — picking the right tool for each kind of thinking — plus a dedicated researcher that keeps Opta's knowledge fresh and accurate.
The user only ever sees Opta. Everything else is invisible infrastructure designed to make Opta more competent, more prepared, and more informed than any single AI model could be on its own.
Three layers, one mind
Every task flows through the same cycle. Brain reasons. Body executes via tools, retrieval, and harness. Mind isn't a separate layer — it's the same system turned inward to reflect, learn, and improve. The arrows between them carry context, actions, and learning records.
Four surfaces
Each app does one job well. They all share the same intelligence layer underneath.
Opta HQ
Control plane for strategy, operations, governance, model routing.
Low confidence · speccedOpta Terminal
High-agency TUI/CLI for execution. Where work gets done.
Low confidence · speccedOpta Deploy
Shipping + release surface. Substantial code already written.
Medium confidence · buildingOpta Gateway
Download, setup, and local-runtime management — the install surface.
Low confidence · speccedThirteen websites
Each subdomain has a specific job — onboarding, support, learning, status, voting, control.
Tell Grok, Perplexity, or Gemini to read this site.
Insight is structured to give external AIs instant grounding context. When you're chatting with any AI that doesn't already know what Opta is, paste one of the URLs below and ask it to read.
The /llms.txt file follows the emerging convention for AI-readable site indexes.
/depth is the full grounding page — Anatomy, identity, component map, philosophy, mission, principles.