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Speck — a specification-based AI agent inspired by compilers

Mikhail T. (Sh0ny)
Mikhail T. (Sh0ny)
4 июля 2026
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  3. Speck — a specification-based AI agent inspired by compilers
1 min read

In short

The Speck project is a specification-based AI agent with an architecture inspired by compilers and build systems. The repository is published on GitHub under an open-source license.

Developer gi-dellav has introduced Speck—a tool positioned as a fully specification-based AI agent-compiler. The project draws on ideas from the world of compilers and build systems, adapting them to the paradigm of working with language models.

Concept

The idea behind Speck is to control the behavior of an AI agent through formal specifications rather than through free-form prompts. Just as a compiler transforms source code into machine code by following strict rules, Speck processes a task specification and generates an output in a predictable manner.

What We Know

  • The project is hosted in an open-source repository on GitHub.
  • The architecture is inspired by compilers and build tools.
  • The approach focuses on spec-driven development involving LLMs.

Implementation details and documentation are available in the project repository.

Source: Hacker News - Newest: ""AI" "LLM""

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