Show HN: Superglue – OSS integration tool that understands your legacy systems (superglue.ai)

Superglue is an open-source, self-hostable integration platform that uses AI to ingest legacy integration code (SQL scripts, FTP pipelines, custom “glue” code) and internal docs, automatically mapping dependencies, converting pipelines into production-grade API integrations, and auto-documenting the results. Its modular features include an Integration Agent that builds integrations in plain English, a Sync Map for dependency discovery, Auto Repair to remediate breakages, a Knowledge Graph to capture institutional know-how, and an Optimization Agent to test and deploy new business logic. The project promises up to a 70% reduction in migration effort and ships with enterprise capabilities — auto-scaling, white-labeling, access control, and SOC 2 / ISO 27001–grade security — while allowing full self-hosting. For the AI/ML community this matters because brittle, undocumented data and integration pipelines are a major bottleneck to model deployment, feature engineering, and reproducibility. Superglue’s conversion of ad-hoc pipelines into stable APIs and its knowledge graph create clearer data lineage, faster onboarding, and safer automation for MLOps teams. The tool’s plain-English agent and automated repair mechanisms suggest LLM-driven synthesis and continuous resilience, but success will hinge on the system’s ability to accurately interpret complex legacy logic and maintain correctness in edge cases. Overall, Superglue aims to reduce migration risk, preserve institutional knowledge, and accelerate AI/ML productionization.