Search now ships apps. Most of them will break.
Google announced at I/O 2026 that Search generates custom dashboards and mini-apps on the fly via Antigravity.
Illia Hrybovskyi 5 min read Blog
From 11 years of building software
Honest takes on staffing models, costs, technology, and what actually works. Written by Dennis Vorobyov, CEO.
Illia Hrybovskyi 5 min read How Much Does It Cost to Build an AI Agent? The Run-Rate Sets the Price
The build cost of an AI agent is the least important number. Where the money actually goes, and why a flat quote prices the demo, not the system.
Dennis Vorobyov 7 min read AI Consulting for Small Businesses: Shipped Software Beats Strategy Decks
A boutique studio founder argues that AI consulting for small businesses sells a strategy deck the buyer doesn't need — and what to buy instead.
Illia Hrybovskyi 7 min read Nearshore Outsourcing Examples: What the Case Studies Leave Out
Most nearshore outsourcing examples sell a map and a savings percentage. The variable that decided the outcome is who was still on the team in year three.
Dennis Vorobyov 7 min read MVP as a Service: What the 'Service' Actually Covers
MVP as a service sells a fixed-price, fixed-timeline package. But the MVP that works becomes your production system — plan for who runs it after delivery.
Illia Hrybovskyi 6 min read A Real React Native Consultant Can Drop to Native. Test for It.
The "React Native consultant" label selects for the wrong person. The value lives in the part where React Native isn't enough. Test for native depth.
Dennis Vorobyov 6 min read Only 3% of Companies Have Truly Transformed with AI
Google surveyed 2,643 leaders and workers across 6 countries. Only 3% are truly transformed. 72% are still in early stages. The 5 traits that separate them.
Dennis Vorobyov 9 min read Fintech Software Solutions: The Demo Is the Lie, the Ledger Is the Product
The app everyone demos is the commodity. The ledger, reconciliation, and money-movement core is what actually decides fintech software.
Kseniia Cherepakhina 8 min read The AI Skills Gap Is Real: What 2,015 Digital Leaders Actually Report
51% of digital leaders report an AI skills shortage — the steepest rise in 26 years. What the data means for hiring and team building.
Dennis Vorobyov 8 min read Most Generative AI Solutions Fail Because They Were Never Solutions
Most generative AI solutions fail because buyers purchased a demo instead of an engineered system. What the working 5% do differently.
Illia Hrybovskyi 6 min read How Much Does Custom Software Development Cost in 2026? Real Numbers, Not Ranges
Custom software costs $50-250/hr depending on location and seniority. A typical product costs $150K-500K/year. Here are real numbers from real projects.
Dennis Vorobyov 7 min read The Fractional CTO Is the Right Hire — But Most Startups Buy the Wrong One
The advisory-only fractional CTO is expensive theater. The only kind worth paying for comes welded to people who ship. Here's how startups buy the wrong one.
Dennis Vorobyov 8 min read Team Augmentation Services Are Selling You Flexibility. The Flexibility Is the Problem.
The 'scale up, scale down, swap bodies' pitch is the defect in team augmentation, not the feature. The number that predicts success is turnover.
Dennis Vorobyov 6 min read Custom Enterprise Software: The Thing Worth Buying
Custom enterprise software services are sold on size, stack, and methodology. The one variable that predicts the outcome is team continuity. Here's why.
Kseniia Cherepakhina 7 min read What You're Really Buying: The Team That Ships in Year Three
Most mobile app development services sell you a launch and disappear. The build is the cheap part. Continuity, not the deliverable, is what's worth paying for.
Kseniia Cherepakhina 5 min read Custom Business Software Is a Liability Before It's an Asset
Most custom business software shouldn't exist. Build only your differentiator, buy the commodity, and treat scope, not code, as the thing that kills projects.
Illia Hrybovskyi 7 min read IT Staff Augmentation: Skill Is the Pitch, Churn Is the Bill
IT staff augmentation is sold as flexible skill on demand. What it actually meters is ramp time and turnover. The fix isn't more augmentation.
Illia Hrybovskyi 8 min read The Best Android App Development Company Depends on the Test You Run
The search for the "best Android app development company" is a category error. Retention, native judgment, and code review predict a good app, not rankings.
Illia Hrybovskyi 8 min read The SaaS Development Process Has No Finish Line. Plan for It.
The tidy phased SaaS development process is a fiction. Scope discipline and team continuity are what actually ship product.
Kseniia Cherepakhina 6 min read The MVP Project: 'Minimum' Was Never the Hard Part
An MVP project is a small production system, not a disposable prototype. "Ship cheap and throw it away" quietly costs more than it saves.
Kseniia Cherepakhina 7 min read Technical Debt Eats 40% of IT Budgets. Here's What to Do About It.
McKinsey: tech debt represents 20-40% of an organization's technology estate. CAST: 61 billion days of global repair time. The numbers and the fix.
Dennis Vorobyov 7 min read The SaaS MVP Is Not a Prototype — It's the Thing You'll Live With
The weekend SaaS MVP is a trap: "minimum" ate "viable," and the throwaway you validate with becomes the codebase you can't kill.
Dennis Vorobyov 7 min read How to Choose a Software Development Partner: A Framework from the Other Side of the Table
After 11 years on the vendor side, here's what separates good partnerships from bad ones. A framework for evaluating dev shops.
Dennis Vorobyov 9 min read Outsource Development Is a Continuity Decision. Price It That Way.
A hard-truth take on outsource development: the cheap-rate arbitrage pitch is the part that fails, and continuity — not hourly rate — decides whether it works.
Kseniia Cherepakhina 6 min read