Design
diagram-as-code
Diagram-as-code for AWS architecture.
★ 1.6k starsApache-2.0
View guide →// design · sbhooley/ainativelang
ainativelang
ainativelang is an open-source design project by sbhooley (sbhooley/ainativelang on GitHub). It has 650 GitHub stars and 23 forks, is released under the Apache-2.0 license, and was last updated on GitHub on 3 September 2026.
AI-native programming language for structured, repeatable agent workflows
💎 Hidden gem★ 650 stars⑂ 23 forksApache-2.0updated 2026-09
▦ visual — this project's README ships no embeddable screenshot,
so here's a placeholder. The guide below is complete regardless.
so here's a placeholder. The guide below is complete regardless.
// project facts
Project facts
- Repository
- sbhooley/ainativelang
- GitHub stars
- 650
- Forks
- 23
- License
- Apache-2.0
- Last updated on GitHub
- 3 September 2026
- Category
- Design
- Listing
- Hidden gem — a shorter page for a lesser-known project
- Official site
- Official site
// how it works
How it works
- Learn the language
Read the README and language docs.
- Define workflows
Write AINL programs with steps and state.
- Add tools
Connect the tools your agents need.
- Run deterministically
Execute with validation and control.
// features
Why people love it
Structured workers
AI as programs, not chat.
State and memory
Multi-step workflows that remember.
Tool use
Agents that call real tools.
Deterministic
Repeatable, validated execution.
Graph-canonical
A compact formal model.
Apache licensed
Commercial-friendly open source.
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// run it
Run it yourself
- Step 1 — Clone the repo
Download the source and move into the project folder.
git clone https://github.com/sbhooley/ainativelang.git cd ainativelang - Step 2 — Check the README
Every project documents its own setup; start with install requirements.
cat README.md | head -60 - Step 3 — Run it
Follow the project's launch command — Docker, pip, npm, or a binary release.
# see README for the exact launch command
// use cases
What you can build
- Build deterministic AI workflows.
- Give agents memory and state.
- Replace fragile prompt loops with programs.
- Validate agent execution formally.
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// faq
Questions, answered
Who maintains ainativelang?
It is an open-source project at sbhooley/ainativelang with 162 forks. Check the repo's contributors and recent commits to see how active maintenance is.
Is ainativelang free for commercial use?
Apache 2.0 licensed — commercial use allowed with attribution.
Why a new language?
To make multi-step agent work structured and repeatable.
Is it hard to learn?
It is compact by design — start with the README.
How is it different from prompts?
Programs give you state, validation and control that prompts lack.
// keep exploring
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View guide →// alternatives
Alternatives in Design
The most-starred other Design projects in the LibreAI catalogue — the realistic shortlist if ainativelang is not the right fit.
- Excalidraw★ 134.0k
Excalidraw — the virtual whiteboard with the hand-drawn look: infinite canvas, real-time collaboration and end-to-end encrypted sharing, MIT-licensed
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- AFFiNE★ 73.2k
There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Pri…
- draw.io Desktop★ 63.6k
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// more in design
More in Design
Nearby Design projects in the catalogue, closest in stars to ainativelang — keep exploring the shelf either side of it.
- openchatbi★ 658
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- Airclap★ 419
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Get ainativelang
Free and open — grab the source, star the repo, and start creating.