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.
Memory deduplication and contradiction detection, but vector DBs already do semantic search.