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Flow 2 — Fixing the Same Problems Again and Again
Without system-level understanding, AI repeatedly rediscovers structure. Refactors repeat. Token costs grow.
Step 1 of 5
You're shipping more. But not progressing.
Your team keeps touching the same areas.
- Hotfixes.
- Follow-up patches.
- Reopened tickets.
It feels like motion. Not momentum.