Articles
I use ChatGPT, Claude, Claude Code and Codex on the same projects, and none of them remembers what the others did. So I built AI
October 9, 2026
Practical Cloud Architecture, AI, and Automation
Articles
Rename a resource, move it into a module, or split a monolith and Terraform’s default reaction is to destroy and recreate — on production. The
June 15, 2026
AI
An IaC MCP server for Azure: constrain Claude Code and Copilot so they generate only approved, compliant Terraform from Azure Verified Modules. AI coding agents
June 9, 2026
Articles
Terraform workspaces look like the obvious way to manage dev, staging, and prod from one codebase — and that is exactly the trap. One backend,
June 8, 2026
Articles
Every plan shows the same change. You apply, nothing meaningful happens, and the next plan shows it again. That is a permadiff — a value
June 8, 2026
Architecture
Reading time: 2 minutes, 57 secondsAzure can get expensive fast. In this post I’ll share cost optimisation techniques from real workloads — starting with the
June 6, 2026
AI
Most teams pay premium AI model prices for every single request — even simple FAQs and dev environment tests. This lab shows how to build
June 6, 2026
Architecture
Azure Application Gateway is a full Layer 7 application delivery controller with WAF, SSL offload, URL-based routing, multi-site hosting, and deep observability. This comprehensive guide
June 2, 2026
AI
A practical lab showing how Microsoft Foundry Agents, Azure Functions, managed identity, deterministic analyzers, policy grounding, and evaluator checks can support safe CloudOps reviews without
May 28, 2026
AI
A practical design overview for an enterprise financial AI customer chat solution using AWS Bedrock, RAG, Snowflake, MuleSoft API governance, guardrails, and an evaluation harness.
May 17, 2026