FURKAN SAKIZLIAI DATA ENGINEERING

AGENTIC DATA MANAGEMENT · FILE MUTATION

When AI does not just read but changes files

Write access becomes accountable only when every change is bounded, visible, tested, approved and recoverable.

Bright three-dimensional file pipeline from a read-only source through a visible blue patch and amber approval gate to versions, rollback and a verified target file.
01 · BOUNDARYAn explicit workspace and minimum rights limit impact.
02 · CHANGEA plan and patch expose scope and meaning before application.
03 · CONTROLTests, approval, versioning and reporting secure the transition.
CORE METHOD

SCOPE → INSPECT → PLAN → PATCH → VERIFY → APPROVE → COMMIT → REPORT

The agent does not mutate freely; it produces an evidenced chain of small controlled state transitions.

THE SAFE-MUTATION TEST

Does every write action have an explicit path, patch, test, approval gate and recovery route?