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# Quick example
fdnn scan ./projects --tag sprint-2026 --replica 3
fdnn locate --hash "3f4c5a..." --json
[Local FS] → [filedot nn agent] → [Hash index] → [Optional: IPFS / S3 / SFTP]
                 ↓
            [Event bus] → [Webhook / Trigger / Log]

Before modern databases and cloud storage, systems had severe limitations:

The key advantage? Human readability and simple sortingls or dir automatically orders them correctly without needing metadata.


fdnn tag ~/Documents/invoice_2026.pdf --labels "finance,2026,q1" --expiry 2027-01-01