Insights & Resources

Most DevOps guides teach what AWS services are. Production teaches what happens when 200 engineers use them together. Here's the gap.

AWS CLI v2 #10196 chmod'd streaming outputs to 0600 — including /dev/null. July 2026 retrospective: #10215 revert, host repair, pin-and-canary checklist.

Glue does EL; dbt does T. July 2026 refresh — Glue 5.1 DPU economics, dbt-athena/Redshift, and the combined stack most teams converge on.

LocalStack paid tiers pushed free emulators forward. July 2026: MiniStack (~60+ services, real Postgres/Redis) vs floci (ms startup) — pick by CI speed vs DB fidelity.

12 business triggers for hiring AWS help — and when not to. July 2026 scorecard: FinOps, GenAI, compliance, multi-account.

Athena still bills ~$5/TB scanned (or Capacity Reservations by DPU). July 2026 refresh — partitions, Parquet/Iceberg, workgroups, and when provisioned capacity wins.

The standard cost optimization checklist no longer cuts it. These 8 modern strategies — from unit economics to automated Savings Plans and cost observability — reflect how engineering teams are actually managing cloud spend in 2026.

Most AWS security breaches aren't caused by AWS failures — they're caused by misconfiguration. Here are 10 concrete best practices to harden your AWS environment in 2026.

Embedding QuickSight dashboards in your SaaS product gives every customer analytics without building a BI layer from scratch. Here is the complete implementation guide — embedding types, authentication, row-level security, and cost.

Build a data-driven business case for application modernization. ROI calculations, cost-benefit analysis, risk frameworks, and board-ready presentations.

Build Bedrock agents with tool use, multi-step workflows, and a supervisor that does not hold every permission. Writes stay behind policy.

Multi-agent supervisor pattern on Bedrock: architecture, implementation, and production deployment for scalable AI workflows.