Four platform releases from re:Invent 2025 and Q1 2026 complete the enterprise AWS serverless stack: Lambda Managed Instances with GPU support, SQS Provisioned Mode ESM for instant burst scaling, 1 MB async payload expansion, and .NET 10 / Node.js 24 runtimes with Native AOT.
Read more →Amazon Nova Models: The Honest 15-Month Enterprise Evaluation
When AWS launched the Amazon Nova foundation models, the pressing question was simple: Can this replace Anthropic Claude in production? 15 months later, the enterprise architecture data is clear. Nova Micro dominates latency routing, Nova Lite owns mass multimodal extraction, but tiering up to Claude for deep frontier reasoning remains the optimal cost-performance strategy. Here is the operational reality of the Nova family in 2026.
Read more →Amazon Bedrock Flows vs Step Functions: When Visual AI Orchestration is the Right Answer
When Amazon Bedrock Flows debuted, it looked conspicuously like AWS Step Functions rebuilt for GenAI. 15 months later, the architectural divide is strictly enforced. Bedrock Flows handles ephemeral, cognitive prompt chains; Step Functions handles durable business transactions. This is the blueprint for the Hybrid Orchestration Pattern separating AI intent from Systemic persistence.
Read more →Amazon Bedrock Data Automation: Intelligent Document Processing Without the Pipeline Plumbing
Intelligent Document Processing (IDP) used to mean brittle pipelines of OCR, specific regular expressions, and custom Lambdas. Bedrock Data Automation changes the paradigm: declare a schema via a Blueprint, and let generative AI extract structured data from messy, unstructured multi-modal inputs. Here is the practitioner evaluation of migrating from Textract pipelines to BDA.
Read more →AWS Lambda Tenant Isolation Mode: Enterprise Multi-Tenant SaaS Security Without Complexity
Lambda Tenant Isolation Mode delivers dedicated Firecracker MicroVM isolation per tenant from a single Lambda function deployment. A complete guide covering implementation, tiered SaaS architecture, cold start management, per-tenant KMS keys, and HIPAA/PCI-DSS/SOC 2 compliance mapping.
Read more →Amazon S3 Tables & Apache Iceberg: Native Lakehouse in S3 — 14 Months Later
Amazon S3 Tables promised to eliminate the operational scaffolding of Apache Iceberg on S3 — automatic compaction, native REST catalog, managed snapshot lifecycle. Fourteen months after the re:Invent 2024 announcement, this is the enterprise practitioner assessment: what teams migrated from traditional S3 + Glue Catalog setups, the Lake Formation column masking gap that affects regulated workloads, and the migration decision framework for data engineering teams evaluating the switch.
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