We built GapTrap because we experienced the chaos firsthand. After 10 months developing the discipline and practicing Agentic Engineering in production, we learned that incomplete specs lead to AI hallucinations, wasted weeks and months, and broken production code. Engineers fill gaps in specs with experience, AI fills with hallucinations. Now we're solving this problem for every AI-first company.
Victoria Aleinikova
Victoria is a serial founder with deep expertise in go-to-market strategy and operations. She has successfully scaled multiple businesses from zero to profitability, building high-performing teams and establishing market leadership positions.
Her experience spans both B2B and B2C markets. Victoria brings a unique perspective on how product and engineering teams adopt new technologies and what it takes to build products that users actually want to use.
At GapTrap, she drives the vision to eliminate spec gaps industry-wide, ensuring every AI-first team can ship with confidence.
Pavel Spesivtsev
Pavel brings 25+ years of Computer Science expertise to GapTrap, specializing in Agentic Engineering and AI system architecture. He is the author of ACF (Agentic Continuous Flow), a breakthrough methodology for building reliable AI-powered development workflows.
His deep technical background spans distributed systems, systems thinking, data and agentic engineering. Pavel has led engineering teams for Fortune 500 customers, 100M MAU products and multiple startups, consistently delivering complex technical solutions that scale to millions of users.
At GapTrap, Pavel architected the semantic gap detection engine that achieves 90% precision in identifying specification gaps before they turn into production issues.
His vision: enable engineers to stop coding and start orchestrating.
Join Us in Building the Future
We're on a mission to make AI coding reliable. If you're passionate about solving hard technical problems and want to shape how the next generation of software gets built, we'd love to hear from you.