RightNow-AI / auto
the agi compiler: records llm agent behavior, proves what repeats, and compiles it into verified, sandboxed wasm binaries that run for microdollars. nothing figured out twice, paper: https://arxiv.org/abs/2607.04542
Why this job: works in the areas we cover, but does not say which job it does

What it does
Auto compiles recorded LLM-agent behavior into verified, capability-confined wasm binaries, with a tiered runtime that falls back to a frontier model for novelty and recompiles the result. It records what an agent does, proves which parts are secretly symbolic, extracts those, distills the rest into small specialists, verifies the whole against a behavioral contract, and emits a cognition binary (.cbin): code plus small models plus a measured manifest.
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 4 months ago
- Stars
- 131
- On GitHub
- Licence
- Apache-2.0
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- None yet
- No releases
- Built with
- Rust
- 81% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- None
- No issues filed
- Pull requests
- 0 merged
- 0 waiting
- Releases
- None
- Never published
- Contributing guide (opens in new tab)
- Security policy (opens in new tab)
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| sophgo / tpu-mlir | 1,020 | 10 days ago | Custom | No downloads |
| horus-ai-labs / DistillFlow | 169 | 53 days ago | Apache-2.0 | No downloads |
| JuliaTrustworthyAI / ConformalPrediction.jl | 148 | 9 months ago | MIT | No downloads |
More: languages, topics and project record
Languages
- Rust 81%
- Python 11%
- Shell 5%
- TypeScript 2%
Topics
- agent
- ai-infrastructure
- compiler
- conformal-prediction
- distillation
- inference-optimization
- llm
- program-synthesis
- webassembly
Project record
- JobOther AI tools
- StatusListed
- Commits3
- Forks13
- Watching0
- Stars in 28 days+1
- CreatedJul 5, 2026
- First seen by usNov 7, 2026
- CheckedNov 8, 2026
