Preserve payload bytes and checksums in Android sparse images
A merged Ghidra contribution correcting FILL byte order and skipped-block output and CRC accounting.
Engineering claims you can inspect.
Selected merged upstream contributions by Rudy Celekli, a Charlotte-based AI engineer and founder of Gradia. Each case explains the concrete failure, the code change, the available validation and its limits. These examples document contributions, not ownership of the upstream products or customer deployment claims.
A passing report is not a completed test run
Rejecting incomplete Vitest execution evidence in Agentic QE.
Keep Unicode source content inside the right Git line
Preserving physical diff boundaries in PR-Agent’s reverse patching and supplied-diff parsing.
Conservative review scoring still needs valid inputs
Keeping invalid chunk scores out of PR-Agent’s review reduction.