palaniappan p9 min
AWS AI Agents: Building Production-Ready Agentic Workflows on Bedrock
Build Bedrock agents with tool use, multi-step workflows, and a supervisor that does not hold every permission. Writes stay behind policy.
AWS Cloud Architect & AI Expert
Palaniappan P
- Published articles
- 391
- AWS certifications
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Articles (391) — Page 24
- palaniappan p4 min
How to Implement AWS Bedrock Multi-Agent Supervisor Pattern in Production
Multi-agent supervisor pattern on Bedrock: architecture, implementation, and production deployment for scalable AI workflows.
- palaniappan p6 min
AWS Bedrock Nova Models: Performance, Cost, and When to Choose Over Claude
AWS Nova models vs Claude: pricing comparison, performance benchmarks, and decision framework for choosing the right Bedrock model for your enterprise AI.
- palaniappan p5 min
AWS Graviton: The Complete Cost Optimization Guide for Production Workloads
AWS Graviton processors deliver 20-40% cost savings and better performance-per-watt. Complete guide: migration path, performance benchmarks, and production deployment patterns.
- palaniappan p4 min
Migrate from Terraform to OpenTofu: What AWS Teams Need to Know
Terraform to OpenTofu migration: compatibility, risks, tools, and production deployment patterns for AWS infrastructure.
- palaniappan p3 min
Amazon Q vs GitHub Copilot 2026: Developer Tools Comparison
Compare Amazon Q and GitHub Copilot for code generation, IDE integration, and developer productivity.
- palaniappan p11 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.
- palaniappan p3 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.
- palaniappan p10 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.
- palaniappan p3 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.
- palaniappan p4 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.
- palaniappan p11 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.
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