The Opta Stack
A complete stack of AI-optimised apps built by one person in Australia. Pick the apps you need. They all work together. You are optimised.
So what actually is the Opta Stack?
Imagine a toolkit where every tool is designed to work with every other tool — and all of them are powered by AI. It's 16+ apps — a desktop workspace, a terminal, a business dashboard, a personal assistant, a learning platform, and more — all connected through one intelligent system. You pick the ones you need and add them to your stack.
Think of it like a tech stack, but for AI. Developers choose React + Node + Postgres as their tech stack. With Opta, you choose Opta Deploy + Opta HQ + Opta Local as your AI stack. Each app is purpose-built, but they all share the same identity, settings, and intelligence layer.
Objective industry firsts
These aren't marketing claims — they're structural capabilities that no shipping consumer AI product has today.
Dual-AI collaboration in a consumer product
Every AI product on the market gives you one AI. The Opta Stack has two AI personas — Opta and Amelio — that collaborate, check each other's work, and run a structured pipeline together. ChatGPT, Cursor, Copilot, Gemini — all single-AI. This is the first dual-AI architecture in a consumer product.
Autonomous 5-phase execution pipeline
Other tools respond to prompts. CEO Mode runs a full research → clarify → plan → audit → deploy pipeline autonomously, with two AIs coordinating each phase. No other consumer tool has a structured multi-phase autonomous pipeline — let alone one with built-in quality gates between phases.
Built-in hallucination detection as architecture
Hallucination detection in other products is either nonexistent or an afterthought. In the Opta Stack, Amelio monitors every AI response for hallucinations, quality drift, and missed context as a core architectural layer — not a bolt-on feature.
Self-improving AI system
Consumer AI products stay static until the company ships an update. The Opta Stack has autonomous bots and research loops that run 24/7 — testing itself, tuning performance, checking quality, and identifying improvements. It gets better while you sleep.
Model-agnostic optimisation layer
ChatGPT locks you into OpenAI. Copilot locks you into GitHub's models. Opta and Amelio are optimisation layers that sit on top of any AI model — local models on your hardware, cloud models from any provider, or a mix.
16+ connected apps built by one person
Desktop apps, web dashboards, CLI tools, inference engines, account systems, learning platforms — a full product suite that would normally require 20–30 engineers, built by one person using the Opta Stack to build the Opta Stack. The product is the proof.
Meet Opta & Amelio
The Opta Stack has two AI optimisers that work as a team. They're not separate AI models — they're optimisation layers that sit on top of any model and make it behave better. An AI model is a raw engine. Opta and Amelio are the tuning that turns it into something you'd actually trust.
CEO Mode
CEO Mode is what happens when Opta and Amelio work together at full power. Instead of you managing every step, the system runs a 5-phase autonomous pipeline — from research all the way through to deployment, with quality checks at every stage.
Why does the AI ask clarifying questions? Because assuming is the #1 reason AI produces bad results. Every AI in the Opta Stack is tuned to ask when it's unsure — never to guess. This single principle is why Opta produces dramatically better results.
The apps you can add
Each is a real app. Add what you need — they all share one account, one set of settings, and one intelligence layer.
Plus: Opta Gateway (installer), Opta Vote (decisions), Opta Status (health monitoring), Opta Help (docs), Opta Models (model config), and more.
What "optimised" actually means
Most AI tools are unpredictable. Making AI consistently reliable requires hundreds of small, complicated refinements. That's what Matthew does — so you don't have to.
Asks, never assumes
Every AI in the stack is tuned to ask a focused question when unsure — never to guess. This single principle produces dramatically better results than competitors.
Amelio watches everything
A quality inspector built into every conversation. Monitors for hallucinations, quality drift, and missed context — so you can trust the system even without deep AI knowledge.
Intelligent routing
Coding question? Sent to the code model. Quick chat? Fast model. Research? Queries multiple providers and picks the best results. All invisible to you.
Opta Brain Principles
A curated set of behavioural rules every AI in the stack follows. How to handle errors, when to ask vs. act, how to explain clearly. The rules that turn a raw model into a reliable teammate.
No filler. Only value.
"Made by the people. For the people."
When you sign up to the email list, you only hear from us when there's a real release — not promotional noise. Every piece of content Opta puts out is designed to be worth your time. If you see something from Opta, it should be worth investigating.
Where it's going
Private Beta → Public Launch
The stack is in active development at optastack.ai. The goal: anyone can download the Opta Stack and start adding apps to their own AI workflow.
AI for everyone
Opta isn't just for developers. AI should be trustworthy, understandable, and accessible — whether you're a programmer, a business owner, or someone who just wants AI to help with their day.