SIMD-accelerated packed-decimal and zoned-decimal decode and batch record scanning (AVX2/AVX-512/NEON). // SIMD intrinsics: unsafe permitted in this crate, audited per-function.

Cloud integration adapters: Kafka, AWS Glue/Lambda/S3, Snowflake, and Databricks export for decoded COBOL data.

Portable evidence attestations: in-toto / DSSE / SARIF from courts and casefiles

Apache Arrow projection of decoded fixed-record COBOL data.

Curated COBOL behavior knowledgebase: dialect/directive/VALUE/MOVE/arithmetic/file-status/CALL/DECLARATIVES atlases plus known-divergence and known-refusal ledgers.

Court/casefile machinery: casefile schema, receipt doctrine, claim-ladder, negative-capability registry, DSSE/in-toto packet generation, court runners, diffing, and audit reports.

Operational corruption detection for fixed-record COBOL data: record-length anomaly, EBCDIC/ASCII-FTP transfer damage, zoned-sign damage, packed-decimal nibble validation, CR/LF injection, trailing-byte loss, and dirty-data triage.

Serverless packaging (AWS Lambda handler + batch CLI + sidecar) for the verifiable COBOL record decoder — byte-exact decode of S3 COBOL records to JSON + audit via gnucobol-rs. Apache-2.0.

Generated-doc freshness gate: catches claim-ladder/doc count drift; emits a receipt

Generated COBOL lineage witness engine: 20M-scale witness planner, oracle-differential runner, shrinker, clusterer, finding identity/collapse, replay sampling, and Merkle witness binding.

Verifiable COBOL record-decoding shim for data migration — decode copybook+record dumps byte-exactly via the oracle-proven gnucobol-rs courts. Apache-2.0.

Home Assistant integration for Vorwerk Kobold robot vacuums

Benchmark harness for the gnucobol-rs hot path (cob_move COMP-3<->display) with a parity re-check after every run. ~95M records/sec baseline. Apache-2.0.

Public/private corpus archaeology engine: dataset registry, feature-terrain scanner, copybook/program feature extraction, gap boards, and dataset-to-court mapping.

Real-ecosystem x generated-oracle-witness ranking: feature-cell vocabulary, public-occurrence/oracle-sharpness/migration-risk scoring, and court-candidate prioritization.

Basic website using rustlang

Visual regression testing framework, comparing screenshots from multiple builds

Customer-facing evidence bundle: executive report, technical appendix, court packet, dataset map, gap board, risk register, redaction report, operator checklist, and audit export.

Schema and migration governance: copybook version lineage, field-drift detection, layout-compatibility reports, schema-migration contracts, dataset custody chain, and change-impact analysis.

Apache Parquet projection of decoded fixed-record COBOL data.