Nim ecosystem overview for AI coding agents: what Nim is, the Nim 1.x to 2.0 memory-management default change (ORC), toolchain installation via choosenim, nimble vs atlas package management, and the compiler invocation m...
Verified current CPython/tooling status for 2026: 3.14 free-threading now officially supported (PEP 779), the JIT compiler's process crisis (PEP 836), and the uv/Ruff/ty toolchain that has displaced pip/Black/flake8/mypy...
Guidance on src-layout vs flat-layout, pyproject.toml anatomy, dependency groups (PEP 735), monorepo vs polyrepo trade-offs, and uv workspace support for structuring Python projects at any scale.