Regression testing system for Apertium language data and translators
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Updated
May 10, 2026 - Python
Regression testing system for Apertium language data and translators
Claude Code skills for repository audits and documentation: verify README and docs claims against the code, run audits where every finding cites a resolvable path:line, write AGENTS.md and CLAUDE.md with only what code cannot say, check a README's first screen, rank test gaps. Tested standard-library scripts, no network.
Scheduled, gated maintainer for your own repos: deterministic tools find problems, an LLM writes one patch per finding, and the PR auto-merges only when tests pass and every changed line is covered.
Run your program once. Get real, proof-carrying tests.
Behavior-preserving refactoring case study with characterization tests and a clearer domain model.
Excel/Access modernisation lab: source-controlled VBA, object inventories, characterisation tests, generated SDLC docs and .NET migration spikes.
Executable specification of the LaserGRBL core (Python): white-box, protocol and golden tests for the FreeKerf Rust rewrite
AI-powered characterization test generator for Python — MCP server + CLI. Pin legacy code behavior in pytest before you refactor.
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