Journal
Notes on building things right.
Website development, plugin engineering, AI integration, and API work — written from experience, not filler.
WooCommerce Coupon Strategy: Free Shipping vs Percentage vs Fixed
Compare discount types for WooCommerce: free shipping, percentage, fixed discounts. Learn measurement frameworks and layered coupon logic beyond default tools.
October 3, 2026
WordPress REST API Pagination: Diagnose Silent Failures First
Debug offset timeouts, meta filtering scans, count mismatches, and cursor breaks in WordPress REST pagination before rebuilding your endpoint.
October 2, 2026
Email Authentication for Small Business: SPF, DKIM, DMARC Setup
Set up SPF, DKIM, and DMARC to protect your domain reputation and prevent customer emails from landing in spam. Step-by-step guide for small business owners.
October 2, 2026
AI Image Descriptions for E-Commerce: When to Automate, When to Review
Learn when AI alt text works for products and when human review is required. Covers WCAG compliance, SEO impact, and ROI by catalog size.
October 1, 2026
WordPress Backup Automation Checklist: Test Before Crisis
Test your WordPress backups before you need them. Practical checklist for restoration, offsite storage, alerts, and disaster recovery that actually works.
October 1, 2026
Chatbot vs FAQ Page: When Each Actually Saves Time
Compare chatbots and FAQ pages honestly. Find out which reduces support load, the real maintenance costs, and when each approach actually pays for itself.
September 30, 2026
OAuth and Login Federation for Small Websites
When to use OAuth, email magic links, or passwords for small sites. Honest trade-offs between security, maintenance burden, and user experience.
September 30, 2026
AI Content Moderation for Marketplaces: The False Positive Cost
Why AI moderation costs more than the API pricing suggests. Trade-offs between false positives, latency, and seller churn in production marketplaces.
September 29, 2026
GDPR Compliance Checklist for WordPress Stores
Developer-focused GDPR checklist for WordPress stores: cookie consent setup, data retention schedules, processor agreements, and configuration verification.
September 29, 2026
WordPress to Google Sheets: Fix Silent Failures & Duplicates
Connect WordPress orders to Google Sheets without losing data. Handle rate limits, duplicates, and signature verification—what most tutorials skip.
September 28, 2026
Image Optimization for WooCommerce: Diagnose Before You Optimize
Measure where slowness really comes from before optimizing WooCommerce product images. WebP, lazy loading, and plugin decisions explained.
September 28, 2026
WooCommerce Checkout Performance: Fix the Real Bottlenecks
Payment gateways, shipping calculations, and plugin bloat slow WooCommerce checkout. Isolate which layer is actually causing cart abandonment.
September 27, 2026
Why Your WooCommerce Order Export Misses Data
Diagnose why WooCommerce exports return incomplete data. Find root causes in postmeta limits, REST API registration, status filters, and database schema.
September 27, 2026
Stripe Payment Retry Logic: Network Failures vs. Declined Cards
Learn when to retry Stripe payments safely using idempotency keys, exponential backoff, and webhook deduplication to prevent double-charges and recover revenue.
September 26, 2026
Database Cleanup for Slow WordPress Sites: Measure First
Database cleanup rarely fixes WordPress speed. Learn what actually accumulates, when cleanup helps, and how to diagnose before you delete anything.
September 26, 2026
WooCommerce Bulk Pricing Tiers: Diagnosis & Plugin vs. Custom Code
WooCommerce has no native bulk pricing. Learn why plugins fail in production, how to diagnose failures, and when to build custom code instead.
September 25, 2026
Fix WooCommerce Tax Calculation Errors on Variable Products
Diagnose why WooCommerce miscalculates tax on variable products and bundles. Learn hook scope, line-item logic, and when to build a custom fix vs. switch plugins.
September 25, 2026
Why Your Scheduled API Sync Keeps Missing Data
HTTP 200 doesn't mean complete data. Learn why syncs report success while silently dropping records, and how to audit and fix it.
September 24, 2026
AI Product Classification: When It Works and When It Fails
Learn when AI-powered product categorization delivers ROI vs. when manual review or rules are more cost-effective. Avoid overfitting, latency, and hidden costs.
September 24, 2026
WooCommerce Inventory Sync: Why Plugins Alone Won't Stop Overselling
WooCommerce inventory sync fails not because of plugins, but because of race conditions and undefined source of truth. Here's how to diagnose and fix it.
September 23, 2026
Fix WordPress Contact Form Email Deliverability (Not the Plugin)
WordPress contact forms fail because of server mail config and DNS auth, not broken plugins. Here's how to diagnose and fix it without hiring help.
September 23, 2026
API Rate Limiting: Why Integrations Fail Silent and How to Fix It
Learn why HTTP 429 errors kill integrations silently in background jobs, how to implement exponential backoff, and why queue-based architectures survive rate limits.
September 22, 2026
WooCommerce Variation Prices Not Displaying: Diagnosis Workflow
Debug WooCommerce variation pricing bugs by layer: REST API, hooks, transients, and caching. Find which system is broken before you try fixes.
September 22, 2026
Shopify vs WooCommerce: The Real Cost Is Switching, Not Starting
Compare Shopify, WooCommerce, and custom ecommerce builds. The cheapest platform to start isn't always cheapest to leave. Here's how to actually decide.
September 21, 2026
WordPress Site Crashes After Plugin Update: Fix the Root Cause
Plugin updates don't break sites—memory limits and PHP conflicts do. Diagnose crashes in 10 minutes, fix them permanently, and prevent the next one.
September 21, 2026
When to Migrate From a Website Builder: The 2-4 Week Chaos Window
Plan for the 1-4 week migration chaos window before choosing WordPress or custom code. Data lock-in, redirects, and downtime risk matter more than platform.
September 20, 2026
API Integration Mistakes That Cause the Most Support Headaches
The recurring API integration mistakes that turn into recurring support tickets, and the simple checks that prevent them.
September 6, 2026
Webhooks Explained: How Your Tools Actually Talk to Each Other
A plain-English explanation of webhooks, why they matter for business automation, and what to check before relying on one.
September 6, 2026
Where AI Automation Actually Saves Businesses Time, and Where It Doesn't
A grounded look at which business tasks are genuinely good candidates for AI automation, and which ones still need a human.
September 6, 2026
AI Agents vs Chatbots: A Practical Way to Tell Them Apart
The terms get used interchangeably, but AI agents and chatbots solve different problems. Here's a clear, practical distinction.
September 6, 2026
AI Chatbots for Small Business: What They Actually Do Well, and Where They Fall Short
A realistic look at what AI chatbots can and can't do for a small business, before you spend money building one.
September 6, 2026
The Hidden Cost of Plugin Bloat, and How to Audit Your Site for It
A step-by-step way to audit a WordPress or WooCommerce site's plugin list for slow-downs, security risk, and hidden maintenance debt.
September 6, 2026
When to Build a Custom WooCommerce Plugin Instead of Installing Another One
How to tell the difference between a real custom-plugin problem and one more free plugin your store doesn't need.
September 6, 2026
The Website Speed Checklist I Run Before Calling a Site "Done"
A practical, non-generic checklist for real-world website speed: images, fonts, third-party scripts, and the checks most audits skip.
September 6, 2026
Before You Redesign Your Website, Check These 7 Things First
A pre-redesign checklist covering analytics, SEO equity, and technical debt, so a new website doesn't quietly undo years of results.
September 6, 2026
WordPress or Custom Code: How to Actually Decide
A practical framework for choosing between WordPress and a custom-built site, based on what actually breaks each option down the road.
September 6, 2026
Next.js vs WordPress for Small Business: When to Rebuild
Compare Next.js and WordPress for small business websites. See why WordPress scales poorly with custom logic and when Next.js makes financial sense.
September 3, 2026
Signs your website needs a rebuild, not a redesign
Redesign won't fix backend rot, database debt, or payment failures. Learn when rebuilding matters more than cosmetic updates.
September 1, 2026