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On July 31, 2026 AWS shipped CloudWatch managed Prometheus collectors. For the AWS Example 22 shape (100 hosts x 50 metrics @ 60s), OTLP ingestion is $54/mo vs $1,500 classic custom metrics if you do not double-ingest.
Manoj V.On June 15, 2026 Grok 4.3 GA on Bedrock Mantle at $1.25/$2.50 per 1M. On August 19, 2026 Grok 4.6 added Converse + US Geo/Global CRIS at $2.00 to $2.20 / $6.00 to $6.60. On September 28, 2026 Grok 4.7 shipped at the same rates. Do not jump on name alone.
Palaniappan POn July 30, 2026 AWS cut Bedrock on-demand prices 80% for GPT-5.6 Luna and 20% for Terra. Luna is now $0.22/$1.32 per 1M tokens. This post covers the routing math and what not to re-price overnight.
Palaniappan POn Jul 21, 2026 AWS shipped SES Essentials, Pro ($105/region), and Enterprise ($500/region). At 2M emails/mo a Pro-like a-la-carte stack runs ~$1,793 vs Pro plan ~$553. Switch only when you need the bundled stack.
Pon Pandian PaulswamyAmazon Managed Grafana waste is rarely the $9 Editor seat itself. It comes from ten Editors who only view dashboards, orphan service accounts, and workspaces still on Grafana 9 while AWS shipped create and in-place upgrade support for 12.4 in April and May 2026. This is the workspace ops playbook: seats, IAM Identity Center, NAC/VPC, CMK, and a checklist you can run this week.
Manoj V.After the March to May 2026 LMI updates (32 GB / 16 vCPU, 4,096 FDs, EventBridge scheduled scaling), a B2B analytics API (~40k peak RPM, 9 to 6 UTC) cut idle capacity hours ~62% by scheduling MinExecutionEnvironments from 20 to 3 off-peak.
Manoj V.First-party TCO benchmark (July 2026): 500-employee Quick Suite ~$3,580/mo vs AgentCore support agent ~$791/mo at 50K sessions. CTO framework for choosing managed assistants vs custom agent infrastructure on AWS.
Palaniappan POn a B2B SaaS crossing Series A (~$18.5k/mo AWS), running the funding-stage gate checklist before the B round cut diligence prep from 11 weeks to 4. The work was an Organizations split, WAF, and a SOC2 evidence path, with no re-platforming.
Palaniappan PBefore a partner-led WA Review, a fintech workload with 23 open HRIs spent 6 weeks on unfocused fixes; after the readiness checklist and HRI cap of 5 for 90 days, the next milestone dropped High Risk items from 23 to 7 in one review cycle.
Palaniappan POn a composite ingest workload (~8k ordered TPS, 1 KB payloads), staying on SQS FIFO without high-throughput mode capped effective throughput near 300 TPS/API and modeled queue backlog cost near $95/mo before ops time. Enabling high-throughput FIFO or switching to Kinesis on-demand raised the ceiling without changing the consumer code.
Palaniappan POn a composite mid-market OTT platform (~180k concurrent live peak, ~12 TB/month VOD catalog), routing Saturday-night live through MediaConvert batch queues added ~$4,200/mo in idle transcode capacity before switching live to IVS and keeping MediaConvert for catalog only. CloudFront egress still dominates steady-state, so model it before you buy encoders.
Palaniappan PCloudZero, Vantage, Finout, nOps, ProsperOps, and Kubecost on AWS: a platform selection guide, plus who implements tagging, allocation, and architecture savings.
Kevin W.
