Python Patterns

Attested

PEP 8, type hints, dataclasses, async

Platform-AgnosticSystems Architecture

Pythonic idioms: PEP 8, mypy type hints, dataclasses, protocols, generators, context managers, and asyncio. Governed with auto approval.

Related Automations

C++ Coding Standards

Attested

RAII, smart pointers, const correctness

CLI/TUI Architect

Attested

Production-grade Rust CLIs with clap and ratatui terminal UIs.

Go Patterns

Attested

Error handling, interfaces, goroutines, channels