Journal
Practical notes on building and operating software.
Short, direct articles for decisions that come before a build, a migration, or a production fix.
Latest articles
Browse by topic and jump into the note without visual clutter.
Shopify Headless Store Build Checklist
A serious Shopify build starts with product data, checkout rules, fulfillment flows, payment needs, analytics, and content operations. Headless can be powerful, but only when it solves a real performance, UX, integration, or scale problem.
Read JournalTurning Vibe-Coded MVPs Into Products
AI-generated prototypes can move fast, but production users need architecture, security, tests, observability, and maintainable code. The right move is not always to throw the prototype away; it is to identify which parts are useful and which parts are fragile.
Read JournalMCP Tools for Internal Operations
MCP servers let AI assistants connect to real business systems through explicit tool contracts. That can turn repetitive internal work into governed workflows instead of scattered prompts.
Read JournalCloudflare, Domains, and the Launch Stack
A polished launch depends on DNS, SSL, redirects, caching, analytics, security rules, and rollback planning. These details are easy to ignore until the site is live and traffic starts hitting broken paths.
Read JournalAI-Enabled Delivery Teams
AI tools can speed up product delivery, but they do not replace architecture, senior review, QA, or clear ownership. The strongest teams use Claude, Codex, Gemini, and automation as leverage, not as unmanaged output.
Read JournalAzure DevOps and Microsoft Enterprise Setup
Azure, Microsoft 365, Power Apps, Power Automate, Teams, and SharePoint can become a connected enterprise operating stack when configured around real business workflows.
Read JournalStripe and Local Payment Gateway Integration
Payment flows are not just checkout buttons. They include webhooks, refunds, reconciliation, failed payments, subscriptions, customer notifications, and admin visibility.
Read JournalNotion as a Business Operating System
Notion works best when it is designed as an operating system, not a pile of pages. Databases, templates, permissions, dashboards, and automations should match how the business actually runs.
Read JournalAstro Blog and Technical Content System
Technical content needs speed, structure, SEO, and maintainable publishing workflows. Astro is a strong fit for blogs, docs, and content hubs because it keeps pages fast while supporting modern frontend patterns.
Read JournalDiscourse vs Flarum Community Setup
Communities need more than a forum install. They need categories, roles, moderation rules, onboarding, email settings, SSO, analytics, and an ownership model.
Read JournalMeta Ads Tracking and Landing Pages
Digital marketing needs clean tracking before spend scales. Meta Pixel, CAPI, landing pages, analytics, and event naming should be designed around the real funnel.
Read JournalChoosing Claude, Codex, and Gemini for Delivery
Different AI tools are useful for different delivery jobs. Claude can help with reasoning and writing, Codex can work deeply inside codebases, Gemini can support multimodal and ecosystem workflows, and custom MCP tools can connect the stack.
Read