Docker pulls more than it needs to - and how we can fix it
File-level deduplication for Docker pulls, not layer-level—real pain for robotics and edge.

Dedup Docker pulls by file, not layer—solves real ROS/robotics pain.
Robotics engineers, edge AI teams, bandwidth-constrained deployments
Nix content-addressed store · IPFS DAG deduplication · Zstandard dictionary compression
File-level deduplication for Docker pulls, not layer-level—real pain for robotics and edge.
Chunk-level dedup beats Docker Hub's layer-based approach by 80% on patch pulls.
Deduplicates ML checkpoint arrays by content hash, slashing storage for fine-tuning runs.
Scans Docker Hub layers directly without Docker daemon—Trufflehog for containers.
Structured plain text spec aiming to replace flat RAG embeddings.
Useful Telegram bot wrapper, but yt-dlp bots already exist in dozens of repos.