Cloud Storage Insights for Engineering Teams

S3 architecture, AI workload bottlenecks, migration patterns and cost optimisation — analysis from working storage practitioners.

Model Context Protocol: Secure S3 Access

Enable live S3 operations with 1 GB of mutable context per object using the Model Context Protocol for secure AI integration.

Jul 20, 2026 Marcus Chen 15 min read

vs S3: Real cost analysis for AI training data

Cloudflare R2 pricing sets the mid-range benchmark for base storage costs per GB monthly. This isn't just a price cut; it's a structural shift.

Jul 19, 2026 Marcus Chen 13 min read

Storage costs at $0.006/GiB: Real math

Cloud storage can cost as little as $0.006 per GiB monthly, drastically undercutting legacy hyperscaler rates.

Jul 19, 2026 Marcus Chen 12 min read

Scoped API tokens for R2: limit bucket access

Learn how scoped tokens restrict operations to specific buckets, replacing legacy keys to limit exposure during Cloudflare authentication workflows.

Jul 19, 2026 Alex Kumar 13 min read

S3-compatible storage: Cut AWS costs by 70% today

Discover S3-compatible storage delivering 2.3x higher performance than AWS while eliminating hidden egress fees for heavy data workflows.

Jul 19, 2026 Marcus Chen 13 min read

S3-compatible object storage cuts AWS costs by 70% today

Run Amazon S3 workloads outside AWS without rewriting code. Learn how erasure coding ensures durability while scaling unstructured data to petabytes.

Jul 19, 2026 Marcus Chen 14 min read

S3 Storage Options: Ceph, Hidden Fees

Explore S3 alternatives like Ceph and MinIO for self-hosted storage. Learn why managed solutions offer better value than unpredictable hardware costs.

Jul 19, 2026 Alex Kumar 15 min read

S3 Compatible Systems: Cut Storage Costs 70%

Cut storage costs by 70% with S3 compatible systems. Learn how decoupling the API reduces latency for AI workloads without code changes.

Jul 19, 2026 Marcus Chen 14 min read

S3 compatible storage: Cut egress fees by 70%

Cut data transfer expenses by 70% using S3 compatible storage. Learn how erasure coding ensures durability while avoiding proprietary vendor lock-in fees.

Jul 19, 2026 Marcus Chen 14 min read

Pricing: hidden API costs exposed

Cloudflare R2 storage costs $0.015 per GB monthly, yet hidden API charges often exceed base fees.

Jul 19, 2026 Marcus Chen 10 min read

Object storage without hidden egress transfer fees

Sevalla cuts cloud spend by up to 88% while eliminating egress fees entirely. A direct response to financial bleeding from hidden transfer costs.

Jul 19, 2026 Alex Kumar 14 min read

Object storage without egress fees: OVHcloud's 2026 shift

OVHcloud removes egress fees by 2026. Teams can now use a $200 credit to test S3-compatible tiers without hidden transit taxes on data.

Jul 19, 2026 Alex Kumar 11 min read

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