AI Statistics 2026: The Numbers Journalists Keep Getting Wrong
Verified artificial intelligence statistics for 2026: market size, adoption, users, investment, energy and jobs. Every number dated and sourced.
Kseniia Cherepakhina 8 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.
Kseniia Cherepakhina 8 min read Engineering Talent Is Now Measured at the Code Review
AI made code cheap and review scarce, so engineering talent is now measured by what a senior catches in the diff. METR, DORA and Stanford data show why.
Kseniia Cherepakhina 6 min read The MVP Development Company Worth Hiring Is the One That Cuts Your Scope and Stays for Version Two
The right MVP development company cuts your scope hardest and builds V1 as a foundation, because MVP code rarely gets rewritten. Here's how to judge one.
Kseniia Cherepakhina 7 min read How Many Software Developers Are There in 2026? The Real Count
21M, 36M, 47M or 180M? Why software developer and engineer counts differ, plus US, India and world data from BLS, SlashData and GitHub.
Illia Hrybovskyi 8 min read IT Outsourcing Statistics 2026: Market Size, Growth, AI Impact
Global IT outsourcing hits $618 billion in 2026. Market size, growth, cost savings, AI impact and destination data, with primary sources.
Dennis Vorobyov 8 min read How to Choose a Real Estate Software Development Company: 9 Checks for PropTech Builds and Legacy Migrations
How to choose a real estate software development company: nine checks on legacy PHP migration, MLS and IDX integration, appraisal workflows and pricing.
Dennis Vorobyov 8 min read How to Choose a Healthcare Software Development Company: 9 Checks Before You Sign
How to choose a healthcare software development company: nine checks on the HIPAA boundary, BAAs, AI and PHI, integrations, continuity, pricing and red flags.
Dennis Vorobyov 8 min read How to Choose a Food Delivery App Development Company: 9 Checks Before You Build
How to choose a food delivery app development company: nine checks on operations, scope, kitchen and dispatch views, menu engines, billing and pricing.
Dennis Vorobyov 7 min read How to Choose an AI Development Company: 9 Checks Before You Pay for a Demo
How to choose an AI development company: nine checks on success metrics, evaluation harnesses, data boundaries, RAG and agents in production, cost and pricing.
Dennis Vorobyov 7 min read How to Choose an eCommerce Development Company: 9 Checks for Marketplaces and B2B Platforms
How to choose an eCommerce development company: nine checks on build vs platform, marketplace logic, payments and tax, ERP integrations, releases and pricing.
Dennis Vorobyov 7 min read Software Engineer Salary 2026: What Developers Earn by Country
Average software engineer salary in 2026: US median $135,980 (BLS), developer pay by country, hourly rates and the AI premium, with sources you can check.
Kseniia Cherepakhina 8 min read Nearshore Outsourcing is a Purchase of Shared Working Hours
Nearshore outsourcing means hiring a team in a nearby time zone. What you actually buy is same-day decisions, and they only pay off with senior engineers.
Dennis Vorobyov 7 min read A Production Flutter App Costs $60K to $150K, and the Shared Codebase Saves Less Than Half
A production Flutter app costs $60K–$150K for V1. One codebase saves 20–35%, not half: backend, QA and native integrations set the real price.
Dennis Vorobyov 8 min read The Only Customized Software Examples Worth Copying Encode a Workflow Nobody Sells
Useful customized software examples encode a workflow no SaaS product sells. Six buyer questions that separate a sound custom build from an expensive copy.
Kseniia Cherepakhina 7 min read A Real MVP Costs $40K to $100K, and Scope Decides Where You Land
MVP development cost runs $40K–$100K with a senior team, driven by user roles, money flows and platforms, and cutting scope is the cheapest way to lower it.
Kseniia Cherepakhina 7 min read AI Costs $20 a Seat per Month Until It Ships Inside Your Product
AI costs $20–30 per seat a month, $100–200 for power users, and $50–1,000 in inference for a product feature. Engineering upkeep is the biggest line.
Dennis Vorobyov 8 min read Fintech Software Development Is Ledger Engineering: Seven Questions to Ask Before You Sign
Fintech software development succeeds or fails on the ledger, idempotency and reconciliation, and seven vendor questions reveal which teams can handle money.
Illia Hrybovskyi 8 min read Payment Integration in a Website: Build It Around Webhooks, Idempotency, and a Ledger
Payment integration in a website fails in the webhook handler, not the checkout form. Seven common assumptions, where each breaks, and the fix.
Illia Hrybovskyi 10 min read An IT Staff Augmentation Company Earns Its Rate in Month Nine, Not Week One
An IT staff augmentation company earns its rate after month four, when replacements and code review decide whether engineers compound or reset.
Illia Hrybovskyi 8 min read Staff Augmentation Is Worth Its Rate Only When the Vendor Carries the Continuity Risk
In staff augmentation vs staffing, staffing sells you a person while augmentation should sell capacity the vendor keeps working, with continuity risk on them.
Dennis Vorobyov 9 min read Staff Augmentation in Ukraine Works When You Buy the Team Behind the Engineer
Staff augmentation in Ukraine succeeds when the vendor owns senior code review and continuity. The wartime risk gets planned for; quiet churn usually doesn't.
Dennis Vorobyov 7 min read Staff Augmentation in Eastern Europe Is a Seniority Purchase, and the Rate Is the Least Useful Number on the Proposal
Staff augmentation in Eastern Europe pays off when you buy seniority and continuity. Six questions decide it, from who employs engineers to who reviews code.
Kseniia Cherepakhina 7 min read Nearshore vs Offshore: Overlap and Retention Beat the Rate Card
Offshore rates run roughly half of nearshore, but the real drivers of a distributed build are daily overlap hours and team retention, not the map.
Kseniia Cherepakhina 6 min read Your Android App Development Cost Is Decided by Scope, Not the Hourly Rate
Quoted Android app development cost ranges span $20k to $300k+, but scope decisions and rework, not the hourly rate, decide what you actually pay.
Dennis Vorobyov 6 min read