IRONCLAD COBOL-to-Rust — 835/835 byte-for-byte parity (100%) on the GnuCOBOL 3.2 in-scope corpus | reproducible end-to-end via Docker | No AI

An AI-assisted prototype exploring modernization concepts for legacy reporting pipelines using FastAPI, React, PostgreSQL, and GCP services. Development is currently paused due to over-reliance on AI-generated inputs, with plans to revisit using tighter human-in-the-loop controls.

Translate COBOL to Python. Zero dependencies, 100% valid output on 5,288 files. Handles EXEC SQL/CICS/DLI, REDEFINES aliasing, GO TO, nested programs, SCREEN SECTION, and 50+ verbs. MCP server included.

API REST agissant comme middleware entre une application C# (ASP.NET Core 8) et des programmes COBOL du projet MainFreem. Il permet d'intégrer des systèmes hérités dans des architectures modernes, facilitant la communication et la modernisation des applications mainframe via des services web.

Harnessing the Power of Mainframe REST APIs for Modernization

Mainframe Context Aware Protocol (MCAP) for AI - Driven Legacy Modernization

We are a collaborative data community. Contributors leverage Docker's magic to easily share, deploy, and manage databases and cutting-edge tools. More than an incubator, the community is a digital asset marketplace where data traffic is a valuable, tradable resource, enabling transparent pricing and value exchange.

Enterprise COBOL-to-Java compiler for banks, insurers, and government agencies modernizing mainframe systems into auditable Java.

REST API for warehouse inventory management, built with IBM z/OS Connect Designer. OpenAPI 3.0 spec with COBOL copybook for mainframe integration.

Before/after mainframe modernization demo: original AWS CardDemo (COBOL/CICS/VSAM/JCL) paired with the Agentyx-generated Spring Boot/Java target and its COBOL-grounded equivalence tests.

Near real-time DB2 → Pub/Sub → BigQuery CDC pipeline on GCP (Python POC)

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.

Enterprise Data Integration Portfolio: Mainframe Modernization & API-Led Sync End-to-end automated pipelines featuring: Legacy Modernization: Event-driven VSAM ingestion into Snowflake using IICS, Azure Blob, and Snowpipe. API Integration: Real-time MySQL-to-Web-Service synchronization with automated audit updates

🚀 AI Validation Agent for Mainframe Modernization | Microsoft Agents League Hackathon 2026 | 🧠 Reasoning Agents + 💡 Foundry IQ

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

Connect C# ASP.NET Core 8 REST APIs with COBOL programs using MiddleFreeWare middleware for seamless data exchange and integration.

Provide a ready-to-use Docker environment to develop and practice COBOL with GNU COBOL, SQL tools, and progressive coding exercises.