Roman Martynenko

From the press

• “LLMs are a multiplier, not a replacement. Without fundamentals, you can ship faster in the wrong direction or produce fragile systems that break under real-world constraints.”

• “The bar is shifting from being able to implement a well-defined ticket to figuring out what to build, why, and measuring how well it succeeded. Product sense, design awareness, and the ability to deeply understand customer needs are becoming core engineering skills.”

• “AI-generated code had to meet exactly the same review bar as human-written code, and the author had to be able to explain every meaningful line they submitted.”

• “In many AI products, the best velocity metric is not how much the system generates, but how often the system produces something that survives first contact with a real workflow.”