S3 architecture, AI workload bottlenecks, migration patterns and cost optimisation — analysis from working storage practitioners.
With 300% workload growth since 2022, generic file systems stall AI. Learn how persistent volumes prevent your infrastructure from becoming the bottleneck.
Alex Kumar
16 min read
EBS hits 20x faster I/O than S3. Learn why block storage beats object stores for high-velocity AI training pipelines.
Marcus Chen
15 min read
An AI agent wiped our DB in nine seconds. Learn the 10-step automated backup protocol that prevents $5,600 per minute losses.
Alex Kumar
15 min read
S3 now handles 200 million requests per second. I break down the engineering behind 500 trillion objects and why metadata optimization is critical.
Marcus Chen
13 min read
After 18 years, S3 holds 500 trillion objects with eleven nines durability. See how simple PUT/GET primitives scaled globally without breaking apps.
Marcus Chen
16 min read
See how Amazon S3 replaced tape libraries in 2011, eliminating manual seeks and proving cloud durability for enterprise Oracle backups.
Marcus Chen
13 min read
Huawei's new allflash system hits 876,256 IOPS with 32 μs latency, proving converged storage can slash TCO by 64% for AI clusters.
Marcus Chen
13 min read
Scality's connector delivers 10x faster performance than standard S3 interfaces. Learn how hybrid tiering cuts infrastructure costs by 20% without speed loss.
Alex Kumar
13 min read
Without field-level lineage across 500+ sources, agentic AI collapses. See why active metadata is the only barrier preventing autonomous chaos in 2026.
Alex Kumar
12 min read
After 18 years, account regional namespaces end global S3 collisions. Learn how to migrate your buckets without the operational friction.
Alex Kumar
13 min read
AWS fixes 18 years of S3 collisions with account regional namespaces. Learn how the new {bucketname}{accountid}{region} format stops hijacks today.
Marcus Chen
13 min read
Reddit avoids directories because S3 handles 1M+ data lakes. Learn why flat namespaces beat rigid file systems for massive scale.
Alex Kumar
13 min read