How to Debug Duplicate GA4 Purchase Events in Google Tag Manager
Eliminating double-counting in e-commerce: transaction deduplication with transaction_id, local storage tokens, and server-side validation.
Notes from real work across web engineering, analytics infrastructure, technical operations, and digital systems. Practical breakdowns, architecture teardowns, and operational insights.
Eliminating double-counting in e-commerce: transaction deduplication with transaction_id, local storage tokens, and server-side validation.
A technical breakdown of our 8-stage operational framework (Request to Document), custom ClickUp automations, QA gates, and preventative maintenance schedules.
Architectural strategies for offloading dynamic redirects, geo-routing, security headers, image optimization, and webhook ingestion to the Cloudflare edge.
How we deploy isolated n8n containers integrated with Neon PostgreSQL for zero-loss webhook capture, automatic retries, and high-concurrency event routing.
Why WCAG 2.1 Success Criterion 1.4.10 Reflow is the ultimate stress test for modern CSS, sticky headers, fixed-height modals, and flexbox layouts.
Cutting through the hype: an engineering breakdown of first-party cookies, Safari ITP mitigation, data governance, ad blocker resilience, and compute overhead.
A deep dive into common misconfigurations, Consent Mode v2 anomalies, cross-domain session breakage, and measurement protocol drop-offs in Google Analytics 4.
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