Context
What this is: Central documentation describing the structure, guarantees, and generated artifacts of a production-grade Hydra Forge Python library.
Baseline: Embedded CPython 3.13.x · Windows 10 / 11 (x64)
Execution model: Fully offline / air-gapped
- Each Hydra Forge system is delivered through a controlled and repeatable build process
- Test suite and documentation built and verified during initial setup
- Docs written for inspection and verification, not tutorials
- No runtime inference - All structure, APIs, and documentation are explicitly defined
Hydra Forge operates as an embedded toolchain inside the library, enforcing structure, native integration, documentation, and verification over time.
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 a manifest-driven system.
The public API — including native C++ and Rust functions — is defined through explicit manifests (exposed_api.json) and rendered into a single authoritative portal interface. No runtime inspection or implicit discovery is used.
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 runtime toolchain embedded in the library.
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 containing an embedded Hydra Forge engine - 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.