Tag: AWS
All the articles with the tag "AWS".
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From API Tokens to AWS Bedrock: My Real-World Journey Configuring an AI Agent
I set up a personal AI agent and spent weeks fighting cost overruns, local model disappointments, and AWS throttling. Here's the real story — every wrong turn, every fix, and the multi-model architecture that finally worked.
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How I Use AI Agents to Analyse Costs Across Large AWS Environments
Managing AWS costs across dozens of accounts is painful. Here's how I use AI agent skills to trace billing spikes to root cause, find waste, and recover thousands per month — without clicking through the console.
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Building Multi-Architecture Container Images Using Kaniko and GitLab CI
How to build multi-architecture container images using Kaniko and GitLab CI, targeting both amd64 and arm64 for AWS Graviton on ECS Fargate — with native runners per architecture and manifest-tool to combine them.