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S3 + Glue + Athena is the canonical AWS data-lake stack. It's also the one teams over-engineer the fastest. A reference architecture with the partitioning scheme, the Glue crawler config, and the Athena cost guardrails that keep query bills predictable as the lake grows.
"We'll just have our developers manage AWS" still hides a $635k–$1M DIY ops band for 24/7 coverage. July 2026 TCO: staffing, tooling, GenAI ops, and Support plan choices (Business Support+ / Enterprise).
Seven signs your AWS migration needs a partner — stalled timelines, unknown inventory, DMS pain, compliance, surprise bills. July 2026 refresh with MAP/MGN/DMA checkpoints.
Silo, pool, or bridge isolation isn't an architecture decision — it's a unit-economics decision you'll spend three years living with. A comparison framework for SaaS multi-tenancy on AWS, with the per-tenant cost trade-offs across scale tiers and the migration path for teams who picked wrong the first time.
Aurora is 5× faster than MySQL — until your workload is the one where it isn't. A workload-by-workload framework for picking RDS vs Aurora, with the price-per-IOPS math and the patterns where Aurora's cost doesn't pay back.
AWS Clean Rooms: analyze together without sharing raw rows. July 2026 — 5-member default, C3R crypto, analysis rules checklist.
Building generative AI on AWS? Amazon Bedrock removes the complexity of training and hosting foundation models, letting businesses deploy production LLM apps faster, more securely, and at lower cost.
Security Lake: OCSF Parquet in your S3. July 2026 — ingestion+conversion pricing, Hub vs Lake vs SIEM, rollout checklist.
Inspector v2 continuously scans EC2, ECR container images, and Lambda functions without agents. Production guide to CI/CD integration, finding management, risk scoring, and multi-account deployment.
Amazon Verified Permissions externalizes application authorization logic using the Cedar policy language. Here's how to replace home-grown RBAC with a centralized, auditable policy store on AWS.
Beyond Reserved Instances — practical FinOps and AWS cost optimization strategies to reduce your AWS bill by 20-40% without sacrificing performance or reliability.
IAM best practices, GuardDuty, Security Hub, and the layered approach to AWS security consulting that keeps your workloads protected.