Join me on a journey where every post brings a fresh perspective. This blog is for those who are driven by curiosity and a desire to learn.
I counted the skill folders across Claude Code, a shared agents catalog, and Copilot on my own machine. 98 total, including seven Google ADK Agents CLI folders pointing at nothing. Here's what a real audit finds and the checklist to run it yourself.
I counted the skill folders across Claude Code, a shared agents catalog, and Copilot on my own machine. 98 total, including seven Google ADK Agents CLI folders pointing at nothing. Here's what a real audit finds and the checklist to run it yourself.
Spec-driven development fixes the 70% problem, but it also adds planning tax, review bottlenecks, and process overhead. Here is how to know when full specs are worth it and when to use a lighter path.
MCP's Enterprise-Managed Authorization extension just went stable. VS Code 1.123 shipped it in Preview with Entra ID support. One OAuth prompt per server is now a policy problem, not a user problem.
A small Azure Terraform setup wired to a pre-commit pipeline using Anton Babenko's pre-commit-terraform hooks: formatting, validation, linting, docs, and security scanning before code ever leaves your machine.
GitHub Copilot App is now open to Pro, Pro+, Max, Business, and Enterprise users. Compare it with the VS Code Agents Window and pick the right surface for each workflow.
A follow-up to the real cost of AI coding agents: how to turn usage-based billing, AI credits, model mix, and engineering outcomes into a practical KPI scorecard.
