Hydra Forge - Library documentation overview

At its core, this is documentation for an exceptionally well-structured Python library: clear public APIs, deterministic layout, reproducible environments, and documentation that is derived from the current docstrings.

Native acceleration using C++ or Rust is integrated as a first-class extension mechanism, not as an afterthought or fragile build step.

These documents are generated evidence of a working, production-grade Python library whose structure, documentation, and native integrations are enforced mechanically by Hydra Forge as part of the generation process.

How to read these documents

This documentation is not instructional. It is intended to be inspected, skimmed, and cross-checked to assess long-term maintainability and structural correctness.

You will encounter generated artifacts, raw terminal output, and explicit constraints where they apply. This is intentional.

If a section feels terse, it is because the system itself is doing the work.

Suggested reading order: Architecture -> Installation -> Examples

What is covered

• Architecture - the enforced project structure, boundaries, and responsibilities
• Installation - deterministic generation, verification, and rebuild workflows
• Examples - real generated outputs and reference implementations

Domain-specific APIs and scientific algorithms are intentionally out of scope. Those belong to the generated library itself.

Delivery context

This documentation reflects a real, delivered Python library. It describes guarantees and constraints that are already enforced in libraries generated using Hydra Forge - not proposed or aspirational behavior.

This material may be used for technical due diligence, architectural review, or internal evaluation.

If this documentation feels unusually strict, it is because the library it describes is designed to survive handover, refactoring, and time.