Eliminating Data Download Steps Before GPU Training
Poor I/O setups leave GPUs idle 50% of the time, costing thousands monthly in wasted compute.
Nadia Prasad
Section
Object Storage
8 stories in Object Storage.
S3 as an AI Training Data Store
S3 was built for backups, not training—AWS is finally closing the gap.
Farah Bianchi
Object storage platforms purpose-built for AI agent sandboxing
Agents need filesystems, not object storage, to avoid silent failures and runaway costs.
Owen Marroquin
High-performance object storage providers for AI data pipelines
Storage bottlenecks cut GPU utilization in half, and most cloud providers can't fix it.
Nadia Prasad
Persistent Agent Workspaces Across Sessions
Agents need filesystems, not databases, to remember work between sessions.
Owen Marroquin
S3 Data Lake Architecture for AI Feature Pipelines
Owen Marroquin
Object Storage Solutions for ML Pipeline Data
Storage bottlenecks leave 40% of enterprise GPUs idle waiting for data during training.
Farah Bianchi
AI Agent vs AI Assistant Architectural Differences
Assistants answer questions; agents pursue goals across multiple steps and systems.
Nadia Prasad