Engineering deep-dives and strategic analysis on legacy modernization. New post every week.
Legacy systems are structurally unpatchable, not just unpatched. How to use security and regulatory deadlines to turn modernization into a dated commitment.
How Gen AI and symbolic AI modernize legacy code, where each breaks, and why deterministic transformation plus Gen AI is the correct path at scale.
Understanding a legacy system and transforming a legacy system are not the same problem — the future of modernization is both working together.
Symbolic AI, Program Analysis, and Large-Scale Legacy Modernization
Vendors claim 93% COBOL-to-Java accuracy. On 5 million lines, that is 350,000 wrong ones. Where AI genuinely helps, and how to prove code equivalence.