Blog
Practical notes on AI systems and automation.
Writing here is focused on operators and builders, not general hype. Expect specifics, diagrams, and tradeoffs.
7/11/2026
Why Ad Attribution Breaks: The Hidden Gaps in Native Platform Tracking
Native platform integrations rely on client-side tracking that breaks at every critical step. Here is how a server-side attribution system closes the loop from ad click to verified purchase.
Read article3/1/2026
AI Systems Instead of One-Off Prompts
Most teams hit a ceiling with ad-hoc AI use. The shift that matters is from isolated inputs to repeatable workflows with clear ownership.
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