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Blackbox reverse engineering: Rebuilding without source code

Talkat XConf India 2025 · on Wednesday, 2025-08-13· [legacy-modernisation, ai-assisted-development]
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Rebuilds a decades‑old retail system’s core functionality in one week using only static UI files, DB schema, historical recordings and native DLLs; combines AI-driven Playwright exploration (via a custom MCP server) with CDC/database triggers to capture DB effects, decompiles COM DLLs and runs a multipass traversal to turn about 40 submit‑path functions (from ~4,000 total) into pseudo‑code, maps middleware to stored procedures, validates against power‑user workflows, and delivers a confident functional spec plus working modern code and test harness.

AI-written summary · about

  1. 0:00Legacy modernization challenge
  2. 3:54AI-driven legacy interfaces
  3. 15:42Change data capture for AI
  4. 21:18Analyzing legacy DLLs
  5. 27:44Tree-based assembly translation
  6. 31:56Forward engineering specs
  7. 36:11AI-generated UI design
  8. 39:01Validating rebuilt specs
  9. 40:24Accelerating modernization
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