How to Design MongoDB for Scalable, Cost-Efficient Workloads on AWS
Atlas vs EC2 vs DocumentDB on AWS: TCO flips with DBA time, not $/vCPU. July 2026: index/cache pressure, hot shards, DocumentDB API-compat caveat.
AWS Cloud Architect & AI Expert
Atlas vs EC2 vs DocumentDB on AWS: TCO flips with DBA time, not $/vCPU. July 2026: index/cache pressure, hot shards, DocumentDB API-compat caveat.
Multi-region AWS architectures can easily cost 2 to 3× a single-region equivalent when data replication, cross-region transfer, and duplicated managed services are not accounted for. This post covers how to architect for resilience without proportional cost growth.
Pick runtimes by ECS density and team skills, not synthetic RPS. July 2026: FrankenPHP worker vs PHP-FPM, Node, Go memory bands + density matrix.
Valkey on ElastiCache: about 20% node / 33% serverless cheaper than Redis OSS engines. July 2026: sessions, rate limits, locks, migration checklist.
SQS, MSK Kafka, and Redis queues are not interchangeable. Each has different cost models, ordering guarantees, and failure modes. This guide covers when to use each, how to autoscale workers on queue depth, and how to build idempotent consumers.
ECS concurrency: PHP-FPM vs Octane, Node event-loop lag, Gunicorn/asyncio, Go goroutines. July 2026 matrix + ulimit checklist.
Refactor, replatform, or rearchitect: pick the path that matches value and risk. July 2026 refresh: 6R framing, AWS Transform for mainframe, when strangler fig fails.
MAP still offsets dual-run migration cost if you qualify and tag correctly. July 2026 SMB guide: Assess→Mobilize→Migrate, MAP 2.0 tagging, partner-confirmed ARR tiers (credits are not self-serve).
The difference between a successful AWS migration and a costly failure often comes down to strategy. A practical guide to choosing the right migration approach, building your roadmap, and avoiding the pitfalls that derail most projects.
How to evaluate AWS consultants vs Partners: certs, red flags, SOW questions. July 2026 scorecard for freelancer vs agency vs Partner.
Not every company needs an AWS MSP, but many are past the point in 2026. These are ten signs it is time, updated for Business Support+ vs MSP and GenAI ops gaps.
Most AWS MSP pitches are still vague in 2026. This covers the concrete day-to-day scope (CloudWatch Application Signals, FinOps, patching, incident response) and what stays out of a standard SOW, including GenAI/AgentCore unless named.
Our articles share what we know. Our consulting engagements apply that knowledge to your specific AWS environment.