Thinking out loud.
Essays on internal libraries, legacy migrations, config-driven architecture, and the craft of platform engineering.
The views and opinions expressed here are my own and do not represent those of my employer, past employers, or any affiliated organizations. References to internal tools, systems, or architectural patterns reflect generalized lessons learned and are not descriptions of proprietary implementations. Nothing here constitutes professional advice.
What the Claude Code Leak Actually Reveals (It's Not the Prompts)
The leak exposed the full product architecture of a production coding agent — prompt caching, autonomous loops, permission hardening, multi-agent orchestration, and memory lifecycle management.
I Built a Plugin That Makes Claude Code Actually Launch-Ready — Here's What It Catches
How I designed, tested, and shipped Shipwise — a Claude Code plugin with 15 domain skills, 4 lifecycle hooks, and 45+ copy-paste templates that covers the full webapp launch lifecycle.
I Built a Prompt Testing Plugin for Claude Code — Here's How
PromptOps treats prompts like tested code — evaluate, improve, regression-test, and run, all without leaving your terminal.
The Agentic Frontier Is Not a Single Race
Anthropic builds the engine. Cognition drives the car. But who defines the finish line — and what happens when your AI loses the plot halfway there?
Why Internal Libraries Matter More Than You Think
How a set of shared internal libraries changed the way teams ship product.
Migrating Legacy Without Breaking Production
Lessons from moving a legacy monolith to a modern stack with zero merchant disruptions.
The Case for Config-Driven UI in SaaS
Feature flags, backend configs, and the architecture of safe rollouts.
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