{"product_id":"bioinformatics-pattern-matching-engine","title":"Bioinformatics Pattern Matching Engine","description":"\u003cp\u003eA deterministic, sanitizer-clean, dependency-free C++20 sequence-alignment engine that an in-house team can drop into a pipeline and run in front of regulators the same day. Index files are bit-identical across machines and runs, and every index embeds a SHA-256 manifest of its input — a single command confirms an index was built from the FASTA you think it was.\u003c\/p\u003e\n\u003cp\u003eIt answers two problems the open-source incumbents don't. Reproducibility: deterministic builds and a content-hashed, versioned on-disk format that survives a regulatory audit. Scale on similar genomes: a pangenome-aware index that scales with the similarity of the input, not the number of genomes — up to 2.5× less RAM on near-identical references. Exact pattern search runs roughly 2,000× faster than the C++ standard library's substring search, sub-microsecond per query, independent of reference size.\u003c\/p\u003e\n\u003cp\u003eThe same engine is exposed through a C++20 native API, a stable C ABI, and a pure-ctypes Python binding, so it integrates from a Rust CLI to a Jupyter notebook to a regulated clinical pipeline. Delivered as proprietary source — engine, C ABI, Python wrapper, command-line tool, test and benchmark suites, and a fuzz-hardened loader — with no third-party runtime dependency beyond libpthread.\u003c\/p\u003e","brand":"Vlaander LTD","offers":[{"title":"Default Title","offer_id":47283172573346,"sku":null,"price":65000.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0703\/1986\/6018\/files\/PatternMatcher.png?v=1779552448","url":"https:\/\/8h2yif-ft.myshopify.com\/products\/bioinformatics-pattern-matching-engine","provider":"Vlaander LTD","version":"1.0","type":"link"}