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General

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Canonical tech-stack reference organized by purpose: release/versioning (sr), docs/demos (teasr, fsrc), codegen (oag), and per-language tools (cargo, clippy, clap, golangci-lint, biome, tsdown, uv, ruff, ty, pytest, pydantic, fastapi). Use when choosing a library, picking the standard CLI/linter/logging tool for a language, setting up a project, or asking "what do we use for X." Do NOT use for coding patterns or error-handling idioms (use write-code) or testing frameworks in depth (use test-code).

choose-stack

Tools Reference

Release & Versioning

  • sr (semantic-release) automated versioning, changelog, GitHub releases, AI-powered commits/rebase/review/PR generation (multi-backend: Claude, Copilot, Gemini)

Documentation & Demos

  • teasr automated screenshot/GIF capture (web, terminal, screen)
  • fsrc sync source code into markdown files

Code Generation

  • oag (openapi-generator) OpenAPI → TypeScript/React/Python clients

Rust

  • cargo build system and package manager
  • clippy linting and idiomatic Rust checks
  • clap command-line argument parsing
  • cross cross-compilation for ARM/musl targets
  • cargo-insta snapshot testing

Go

  • wails desktop applications with Go backend and web frontend
  • golangci-lint comprehensive Go linting
  • go-rod browser automation

Node

  • ncc compile Node.js modules into single files
  • tsdown TypeScript bundler (Rolldown-based)
  • biome linting and formatting for JS/TS
  • turbo monorepo build system (task caching, parallel execution)

Python

  • uv package manager and virtual environment tool
  • ruff linting and formatting
  • ty static type checking
  • pytest testing framework
  • pydantic data validation with type annotations
  • fastapi async web framework
  • logging (stdlib) foundation layer; prefer over loguru (logging.getLogger(__name__))
  • structlog structured/JSON logging on top of stdlib; use when services need machine-readable output
  • loguru quick scripts and one-off CLIs only; never in libraries or production services
  • opentelemetry tracing, metrics, and log export (otel-sdk + otel-exporter-otlp); stdlib logging has first-class OTel support, structlog works transitively