You can now instruct the tool to "refactor the User class from the auth module and apply the same changes to the admin module" without repeating yourself. 2. Hybrid Markdown-Code Parser Mmcodingwriter 2.4 ships with an upgraded parser that understands fenced code blocks containing both markdown comments and executable code. For example:
mmcw generate intro.md | mmcw format --style=google | mmcw validate --schema=doc_schema.json Set MMCW_THEME=dark , MMCW_VERBOSITY=2 , or MMCW_SANDBOX_STRICT=true to enforce team-wide settings without editing each developer’s local config. Tip 3: Write Custom Validators Version 2.4 allows you to drop a validators.py file into your project root. Define a function validate_generated_code(code: str) -> bool , and mmcodingwriter will run it after every generation, rejecting outputs that fail your checks. Tip 4: Integrate with Pre-commit Hooks Add this to your .pre-commit-config.yaml :
Before running full batches, execute:
Last updated: April 2026
The new asynchronous I/O handler truly shines when processing thousands of small files—a common pain point for documentation pipelines. Tip 1: Chain Generators with Pipes You can combine multiple generation steps using Unix-like pipes: mmcodingwriter 2.4
"sandbox": "allow_network": false, "allowed_paths": ["./src", "./docs"]
| Operation | mmcodingwriter 2.3 | mmcodingwriter 2.4 | Improvement | |-----------|---------------------|---------------------|--------------| | Full project scan | 12.4 sec | 7.2 sec | 42% faster | | Single file generation | 0.8 sec | 0.5 sec | 37.5% faster | | Memory usage (idle) | 210 MB | 185 MB | 12% lower | | Template compilation | 3.1 sec | 1.9 sec | 39% faster | You can now instruct the tool to "refactor
Download mmcodingwriter 2.4 from the official repository or run pip install mmcodingwriter --upgrade if you already have Python 3.8+. Have you used mmcodingwriter 2.4 in an interesting way? Share your workflow in the comments below or tag the maintainers on Mastodon @mmcodingwriter@fosstodon.org.