3 min
Amazon Q vs GitHub Copilot 2026: Developer Tools Comparison
Compare Amazon Q and GitHub Copilot for code generation, IDE integration, and developer productivity.
AWS Cloud Architect & AI Expert
Palaniappan P
- Published articles
- 349
- AWS certifications
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Articles (349) — Page 23
11 min
Real-Time Stream Processing with Amazon Managed Service for Apache Flink
Managed Flink for stateful streaming. July 2026 refresh: KDA name EOL, KPU + orchestration KPU, per-second billing, Flink vs Lambda decision matrix.
3 min
AWS Bedrock vs OpenAI API: Enterprise Decision Guide 2026
Choose between AWS Bedrock and OpenAI API for enterprise generative AI. Compare pricing, compliance, latency, and feature trade-offs.
10 min
12 Benefits of Hiring a Certified AWS Consultant — With Real ROI
The business case for hiring a certified AWS consultant: 12 specific, measurable benefits, from MAP credits and FinOps savings to faster AI deployment and compliance. Written by an AWS Select Tier Services Partner.
3 min
Fine-Tuning vs RAG on AWS Bedrock: When to Use Each
Compare fine-tuning and RAG (retrieval-augmented generation) for customizing LLMs on Bedrock. Cost, latency, and accuracy trade-offs.
4 min
How to Build Multi-Tenant GenAI on AWS Bedrock
Build SaaS with AI: multi-tenant architecture on Bedrock, cost isolation, and tenant data security.
10 min
AWS IoT Greengrass v2: Edge Computing for Factory Floors
Greengrass v2 for factory floors. July 2026 refresh: Nucleus 2.18.x line, non-root install (2.17), TPM (2.16), SiteWise collector names, SageMaker Edge Manager EOL.
15 min
Top 20 AWS AI & Modern Services in 2026: Enterprise Adoption Guide
The 20 AWS services reshaping enterprise architecture from 2024 to 2026: AI agents, vector storage, generative BI, distributed SQL, and security automation explained.
9 min
AWS IoT SiteWise Native Anomaly Detection for Predictive Maintenance
SiteWise multivariate anomaly detection (GA July 2025) is the Lookout for Equipment exit ramp before the 2026-10-07 sunset. July 2026 refresh: when native ML fits, when SageMaker still wins.
8 min
24/7 AWS Managed Support: What to Expect from a Monitoring Partner
July 2026: AWS Support is Business Support+ (from $29/mo), Enterprise (from $5k/mo), and Unified Operations. Legacy Developer/Business/On-Ramp sunset 2027-01-01. What 24/7 third-party managed monitoring still adds, with an SLA scorecard.
6 min
What Makes a Top AWS Cloud Consulting Partner (And How to Choose One)
AWS Cloud Consulting Partners vary wildly in quality and capability. This guide explains AWS Partner tiers, what differentiates top partners from generalists, and concrete evaluation criteria for choosing a consulting partner aligned with your business.
5 min
AWS IoT Solutions: Architecture Patterns for Connected Devices
AWS IoT architecture patterns for manufacturing, smart buildings, and connected devices, from device connectivity to data ingestion, edge processing with Greengrass, and real-time analytics.
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