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Your attribution dashboard is probably wrong. Here's how to fix it in 30 days.
Most marketing teams make budget decisions from a dashboard they quietly don't trust. Paid social claims one number, Google Ads claims another, the CRM shows a third, and finance only believes the bank statement. Everyone is "data-driven", but nobody agrees on what the data says. This isn't a tooling problem you can buy your way out of. It's an engineering problem, and it has a fairly predictable fix. Why the numbers disagree Browser tracking leaks. Ad blockers, cookie-consen
Alex Zavoroko
Oct 82 min read
Predicting customer lifetime value: a practical guide for marketing teams
Every marketing team says it wants "high-value customers". Far fewer can tell you, on the day someone signs up, whether that person is likely to be one. That's what lifetime value (LTV) prediction does, and it's more accessible than most teams assume. What an LTV model actually does An LTV model looks at what a new customer did in their first few days (how they arrived, what they browsed, how quickly they made a first purchase, how much they spent) and estimates what they're
Alex Zavoroko
Sep 82 min read
Putting LLMs into production without burning your budget
Building an impressive AI demo takes an afternoon. Running the same feature reliably, at scale, without a surprising invoice at the end of the month, is a different job entirely. Here's what we've learned separates AI features that survive production from those that quietly get switched off. 1. Define "good" before you build Most LLM projects fail because nobody wrote down what a correct answer looks like. Before writing prompts, collect 50 to 200 real examples of inputs with
Alex Zavoroko
Jul 82 min read


Explore Groundbreaking Abstractions with CODEXCY's CODEX DNA™
In a world where technology and creativity collide, CODEXCY's CODEX DNA™ stands out as a beacon of innovation. This unique platform is not just about coding; it’s about transforming the way we think about digital creation. With its groundbreaking abstractions, CODEX DNA™ opens up new possibilities for developers, artists, and anyone interested in the digital landscape. Imagine a tool that allows you to express your ideas in ways you never thought possible. CODEX DNA™ does jus
Alex Zavoroko
Jul 2, 20255 min read


Revolutionize Your Coding Experience with CODEXCY's NeuroIDE™
In the fast-paced world of technology, coding has become an essential skill. Whether you are a seasoned developer or just starting, the tools you use can significantly impact your productivity and creativity. Enter CODEXCY's NeuroIDE™, a groundbreaking integrated development environment designed to enhance your coding experience. This innovative tool combines advanced features with user-friendly design, making it a game-changer for coders everywhere. NeuroIDE™ is not just ano
Alex Zavoroko
Jul 2, 20254 min read


Unleash Quantum-Grade Reasoning with CODEXCY's Synaptic Core™
In a world where technology evolves at lightning speed, the need for advanced reasoning capabilities has never been more critical. Enter CODEXCY's Synaptic Core™, a groundbreaking innovation that promises to revolutionize how we think, learn, and solve problems. This post will explore the incredible features of Synaptic Core™ and how it can enhance your cognitive abilities. What is Synaptic Core™? Synaptic Core™ is a state-of-the-art reasoning engine designed to mimic the hu
Alex Zavoroko
Jul 2, 20253 min read
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