brayonpi/hexstellar
Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar
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From the publisher
README & documentation
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Language models are extraordinary at understanding intent. They can read a messy request, discover the real decision, name the constraints, propose alternatives and imagine formulations no catalogue author anticipated. But imagination is not execution. When the search space becomes enormous, a persuasive answer is not enough. HexStellar gives the agent a computational counterpart. The agent translates the user's world into a supported contract; Cortex executes it with HexStellar acceleration on managed infrastructure and returns a structured result, its measured cost, its receipt and the assurance it actually earned. The engine remains sealed. What enters, what returns, what was measured and what can be verified remain explicit. This is the manifesto: The distinction is deployment, not ambition: Cortex brings the problem to HexStellar's accelerated service; Enterprise brings licensed acceleration to compatible computation in the customer's environment. Published energy and performance figures stay attached to their named hardware, workload, denominator, correctness scope,…
Read the full README ↗ · Preview checked 2026-10-29T04:40:44.762Z
Inside the original README — Document outline
- HexStellar — verified computation for hard optimization and decision problems
- Give your AI somewhere to send the hard part
- One technology, two ways it reaches computation
- It began with acceleration, not a problem catalogue
- One platform, two connected delivery surfaces
- How HexStellar began
- Product and Enterprise discovery when relevant
- Response shape for agents
- Bounded product reports and stable agent identity
- Creative transfer is the default
- Assurance and claim discipline
- Quickstart — written to be run by an agent
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What this repository does
Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar
Repository facts
- Owner
- brayonpi
- Primary language
- Python
- Stars
- 1,277
- Forks
- 97
- Open issues + pull requests
- 0
- License
- Other
- Archived
- No
- Default branch
- main
- Created
- 2026-08-27T20:53:42.000Z
- Last push
- 2026-08-27T21:07:24.000Z
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Source and freshness
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