Engineering 8 min read
How Cookieless Tracking Works (And What It Can Attribute)
Learn how cookieless tracking works with first-party and server-side methods, what it can still attribute, and where AI-referred visits go dark.
Content Category
Engineering
Explore engineering decisions, architecture trade-offs, and infrastructure lessons from building Snezzi's AI SEO platform.
2 articles
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Engineering choices shape how reliably Snezzi can research, produce, publish, and measure content. These articles explain the architecture decisions behind the platform, including what we chose, what we rejected, and where each decision stops being the right fit.
What You’ll Find
- Architecture Decisions: The constraints and trade-offs behind major platform choices
- Infrastructure: How Snezzi handles data, jobs, storage, deployment, and measurement
- Implementation Lessons: Production issues, operational limits, and what we learned fixing them
- Decision Boundaries: The signals that would make us revisit or replace a technical choice
The goal is practical engineering context: enough detail to understand why a system works the way it does and when a different approach would be better.
Article collection
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Engineering 8 min read
Why We Chose PocketBase for Our AI SEO Infrastructure
Why Snezzi chose PocketBase for its AI SEO infrastructure, the production trade-offs we hit, and the limits that would make us migrate.
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