Blog
Honest takes on staffing models, costs, technology, and what actually works. Written by Dennis Vorobyov, CEO.
Staff augmentation and outsourcing are different models with different economics. After 11 years running both, here's what actually matters.
Dennis Vorobyov 8 min read McKinsey/Oxford: average 45% over budget. 17% of IT projects are 'black swans' with 200-400% overruns. Why fixed-bid makes it worse.
Dennis Vorobyov 7 min read Stack Overflow 2025: 24% happy, 75% complacent or unhappy. 92% plan to look for a new job within a year. Replacement cost: $150K-$250K.
Dennis Vorobyov 7 min read GAO 2025: 80% of $83B federal IT budget goes to operations and maintenance. Industry spends 60-80% on legacy. 68% say legacy blocks AI adoption.
Dennis Vorobyov 7 min read Harness FinOps 2025: 21% of enterprise cloud spend ($44.5B) is waste. 55% of developers say commitments are based on guesswork.
Dennis Vorobyov 6 min read PMI: 52-55% of projects experience scope creep. Deloitte: scope churn adds 20-40% to outsourced engagement costs. Why retainer models fix it.
Dennis Vorobyov 6 min read 84% of developers use AI tools. Only 29% trust them. METR's study: AI made experienced developers 19% slower. The productivity paradox.
Dennis Vorobyov 7 min read Time-to-hire for senior engineers: 60-120 days. Offer-acceptance rates: falling from 73% to 51%. The math favors retained teams.
Dennis Vorobyov 6 min read LeadDev 2025: 22% critical burnout, 24% moderate. 65% expanded responsibilities. Why AI tools aren't solving it.
Dennis Vorobyov 7 min read 62% of CTOs struggle to align IT with business goals. The gap between business demands and engineering timelines is widening.
Dennis Vorobyov 7 min read 59% of IT outsourcing contracts fail from skill mismatch, not technology. Why the engagement model matters more than the code.
Dennis Vorobyov 6 min read IBM 2025: shadow AI adds $670K to breach cost. 97% lack AI access controls. 38% of employees share data with unapproved AI tools.
Dennis Vorobyov 7 min read IBM 2025: supply-chain breaches cost $4.91M and take 267 days to contain. Only 24% of teams trust their dependencies.
Dennis Vorobyov 6 min read GDPR, HIPAA, SOC2, EU AI Act: the compliance burden is compounding. Legacy systems face 4.7x higher compliance overhead than modern alternatives.
Dennis Vorobyov 7 min read When outsourced teams leave, institutional knowledge leaves with them. 78% of organizations now use in-house centers to combat this.
Dennis Vorobyov 6 min read DORA 2025: AI makes teams faster and less stable simultaneously. More throughput, more failures, longer recovery. Fix the platform first.
Dennis Vorobyov 7 min read InfoQ 2025: premature microservices are now a top scaling bottleneck. Common failure at ~1,000 concurrent users. The architecture trap.
Dennis Vorobyov 7 min read 73% of CTOs report decision anxiety around developer productivity metrics. Why single-metric optimization breaks engineering teams.
Dennis Vorobyov 7 min read LeadDev 2025: 40% of engineering leaders manage more people than last year. 38% work longer hours. The delayering trap.
Dennis Vorobyov 6 min read 35% of developers use 6-10 tools daily. 45% say debugging AI code takes longer than writing it themselves. The hidden debugging tax.
Dennis Vorobyov 6 min read 73% of CTOs report decision anxiety. The decision surface expanded faster than any leader can track. Why it's structural, not personal.
Dennis Vorobyov 7 min read Harvard research: timezone gaps quantifiably degrade communication. Why nearshore outperforms offshore for synchronous product work.
Dennis Vorobyov 6 min read The real cost of outsourcing is 20-60% above the quoted rate. Communication, scope churn, and knowledge-transfer drag add up fast.
Dennis Vorobyov 6 min read 48% of augmented teams experience high attrition. 59% hit skill mismatches. Why dedicated retained teams solve what body-shopping can't.
Dennis Vorobyov 6 min read