Cloud Architect & Engineering Leader
Hi, I'm Tebogo
Cloud architect and engineering leader building scalable platforms on AWS. Writing about architecture, DevOps, AI, and the journey to senior technical leadership.
Stay in the loop
Get notified when I publish new articles on cloud architecture, DevOps, and technical leadership.
No spam. Unsubscribe anytime.
Recent Articles
Thoughts on cloud, code, and leadership
Beyond Text: How We Built an Evaluation Framework for Multi-File AI Outputs
Most LLM benchmarks evaluate text. We needed to evaluate entire websites. Here's the 4-layer evaluation framework we built to score AI-generated multi-file artifacts using a violation-deduction model.
From IDE to Cloud: Lifting Your Local Agent into an MCP Server on Amazon Bedrock AgentCore
A practical guide to deploying a local Python MCP server to Amazon Bedrock AgentCore Runtime — from localhost prototype to production-grade cloud service with session isolation, authentication, and observability.
How I Create Memory for My Agents on Claude Code
A six-layer memory architecture for persistent AI agent knowledge — from CLAUDE.md foundations to auto memory, plans, and permissions — managing 14 specialized agents across multiple AWS projects.