macOS
Under constructionMatinta
Matinta is a small typed programming language with AI agents built into the language. I made it to be written by people and by any language model. An agent can use a local model (embedded llama.cpp), Claude or Ollama, and every answer is checked against a type. I created Matinta in October 2026, in Rust, to write the scenes of the Setealém engine, and the code is not published yet.
Fact sheet
- Platforms
macOS
- Author
Antonio Leandro- Started on
- October 30, 2026
- Built with
Rust- llama.cpp
- whisper.cpp
Claude Ollama
What does Matinta do?

In numbers
10/10
test tasks solved on the first try by Claude Haiku 5.5, reading only the guide
Measured on October 30, 2026.
10/10
tasks solved by a local Qwen3 8B, with one chance to fix
Measured on October 30, 2026.
12/12
answers in the right shape from the embedded Qwen3 0.6B (9 of 12 without the grammar)
Measured on October 30, 2026.
2,100
tokens, roughly, in the guide the model reads
Measured on October 30, 2026.




