Trusted data plane fixes fragmented AI silos
With 78% of firms deploying AI, fragmented data is the real blocker. Learn how a trusted data plane secures unstructured assets in place.
Alex Kumar
13 min readCloud Storage Insights for Engineering Teams
S3 architecture, AI workload bottlenecks, migration patterns and cost optimisation — analysis from working storage practitioners.
Alex Kumar
13 min read
NetApp storage cuts AI training bottlenecks fast
Alex breaks down how NetApp's new 100GBps throughput stops GPU starvation in sovereign AI clouds without adding complexity.
Alex Kumar
7 min read
Amazon S3 Durability: 18 Years of Eleven Nines
Alex breaks down how S3 hit 11 nines durability over 18 years by using formal verification and Rust for critical data paths.
Alex Kumar
7 min read
S3 foundation truth: 11 nines explained well
AWS S3 turns 20 with 500 trillion objects stored. I break down the engineering behind its legendary 11-nines durability and real security risks.
Alex Kumar
7 min read
S3 at scale: 500T objects, same API after 20 years
AWS S3 now holds 500 trillion objects. I break down how the API stayed identical while the backend completely rewrote its storage mechanics.
Marcus Chen
9 min read
Ctera Fusion Direct stops AI storage bottlenecks
Ctera's patent 12,007,952 removes file-to-object conversion, letting AI clusters consume SMB writes instantly over S3 without duplication.
Alex Kumar
8 min read
Amazon S3 Consistency: What Changed Behind Scenes
I recall when tape beat cloud for 30TB in 2010. See how Amazon S3 evolved from expensive backup experiment to enterprise standard today.
Alex Kumar
9 min read
Object storage truth: Why Reddit avoids directories
I cut object storage costs from $250 to $5 monthly. Learn the flat namespace architecture powering Netflix and BBC's 25 petabyte migrations today.
Marcus Chen
13 min read
Object storage handles massive research datasets well
Moving 130 TB of Pi data required sustaining 2 Gbps throughput. Learn why decoupling compute from storage is critical for modern research.
Marcus Chen
13 min read
Amazon S3 Storage: 500 Trillion Objects Deep
AWS now handles 200M requests per second. I analyze how S3's 20-year API stability enables today's massive AI and genomics workloads.
Marcus Chen
12 min read
Account regional namespaces fix S3 naming collisions
AWS launched account regional namespaces on March 12, 2026. I explain how the new suffix format stops naming collisions in multi-region setups.
Marcus Chen
9 min read
S3 Vectors cut vector DB costs by removing extra layers
Cut RAG latency by moving embeddings directly into object storage. Learn how S3 Vectors eliminate separate databases for your AI stack.
Alex Kumar
14 min read