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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

cumulative spend: paying the model every task vs auto

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

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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

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