https://stepto.net/blog Expert insights on software outsourcing, nearshore development, AI-augmented teams, and engineering leadership. Practical thinking for CTOs and tech decision-makers. en-us Fri, 31 Jul 2026 00:00:00 GMT https://stepto.net/blog/h1b-visa-volatility-engineering-talent-strategy-2026 https://stepto.net/blog/h1b-visa-volatility-engineering-talent-strategy-2026 Fri, 31 Jul 2026 00:00:00 GMT Igor A $100,000 fee arrived, then a federal court struck it down. Meanwhile a wage-weighted lottery quietly closed the entry-level pipeline for good. Here is how to staff engineering when the visa route stopped being plannable. https://stepto.net/blog/renegotiate-outsourcing-contract-ai-productivity-gains-2026 https://stepto.net/blog/renegotiate-outsourcing-contract-ai-productivity-gains-2026 Fri, 31 Jul 2026 00:00:00 GMT Igor If your outsourcing contract prices developer-hours, AI has quietly changed what you are buying without changing what you pay. Here is how to tell whether you are overpaying, and how to reopen the conversation without wrecking the relationship. https://stepto.net/blog/how-to-switch-software-development-vendor-transition-plan https://stepto.net/blog/how-to-switch-software-development-vendor-transition-plan Fri, 31 Jul 2026 00:00:00 GMT Igor Most companies discover their outsourcing contract has no exit plan at the exact moment they need one. Here is what to put in the contract now, what to extract before you give notice, and how long a clean vendor transition actually takes. https://stepto.net/blog/hire-developer-abroad-contractor-permanent-establishment-misclassification https://stepto.net/blog/hire-developer-abroad-contractor-permanent-establishment-misclassification Fri, 31 Jul 2026 00:00:00 GMT Igor Hiring a developer in another country on a contractor agreement looks like the simple option. It creates two liabilities most companies never price: permanent establishment and misclassification. Here is how each is triggered, and which of the four hiring structures avoids them. https://stepto.net/blog/outsourced-developer-replacement-attrition-continuity-clauses https://stepto.net/blog/outsourced-developer-replacement-attrition-continuity-clauses Fri, 31 Jul 2026 00:00:00 GMT Igor Published attrition rates at the major IT services firms run 11-15% a year. On a six-person team that means a roughly even chance of losing someone in year one — and most outsourcing contracts say nothing about what happens next. https://stepto.net/blog/outsourced-developers-production-data-access-gdpr-dpa https://stepto.net/blog/outsourced-developers-production-data-access-gdpr-dpa Fri, 31 Jul 2026 00:00:00 GMT Igor Almost every outsourced engineering team ends up touching real customer data, usually without anyone deciding that they should. Here is what GDPR actually requires, which fine tier you are exposed to, and how to give engineers what they need to debug without handing over your customer database. https://stepto.net/blog/eu-product-liability-directive-software-strict-liability-2026 https://stepto.net/blog/eu-product-liability-directive-software-strict-liability-2026 Thu, 30 Jul 2026 00:00:00 GMT Igor The revised EU Product Liability Directive applies to software placed on the market after 9 December 2026 — no-fault liability, court-ordered disclosure of your source code and test reports, and a liability tail of up to 25 years. Almost no engineering organisation has an evidence trail built for it. https://stepto.net/blog/dora-ict-third-party-risk-software-development-partner-2026 https://stepto.net/blog/dora-ict-third-party-risk-software-development-partner-2026 Thu, 30 Jul 2026 00:00:00 GMT Igor DORA's grace period ended in 2026. If you build software for a European financial entity — or you are one — your contract, your subcontractor chain and your exit plan are now supervised artefacts. https://stepto.net/blog/eu-cloud-sovereignty-cada-engineering-requirements-2026 https://stepto.net/blog/eu-cloud-sovereignty-cada-engineering-requirements-2026 Wed, 29 Jul 2026 00:00:00 GMT Igor European sovereign cloud spending jumps from $6.9bn to $12.6bn this year and CADA turns sovereignty into law on August 4. The requirements land on architecture, identity, and staffing — not on procurement. https://stepto.net/blog/ai-evaluation-engineering-eval-gap-2026 https://stepto.net/blog/ai-evaluation-engineering-eval-gap-2026 Wed, 29 Jul 2026 00:00:00 GMT Igor Gartner expects AI evaluation platform adoption to more than triple by 2028. The teams stuck in pilot purgatory aren't short of models — they're short of evals, and the discipline is far harder than the vendor demos suggest. https://stepto.net/blog/accessibility-debt-ai-generated-ui-eaa-enforcement-2026 https://stepto.net/blog/accessibility-debt-ai-generated-ui-eaa-enforcement-2026 Wed, 29 Jul 2026 00:00:00 GMT Igor The web got measurably less accessible in the first year of mass AI code generation — 56.1 errors per home page, up 10.1%. Meanwhile EAA enforcement went live and the first injunctions landed. These two facts are related. https://stepto.net/blog/eu-cyber-resilience-act-september-2026-reporting-deadline https://stepto.net/blog/eu-cyber-resilience-act-september-2026-reporting-deadline Fri, 24 Jul 2026 00:00:00 GMT Igor The EU Cyber Resilience Act's full obligations land in December 2027 — but the mandatory 24-hour reporting duty for actively exploited vulnerabilities begins September 11, 2026. If you ship software into the EU, you have weeks, not quarters, and outsourcing development doesn't transfer the obligation. https://stepto.net/blog/post-quantum-cryptography-migration-engineering-project-2026 https://stepto.net/blog/post-quantum-cryptography-migration-engineering-project-2026 Fri, 24 Jul 2026 00:00:00 GMT Igor 87% of enterprises say they plan to adopt quantum-safe encryption. 7% have actually deployed it. The gap isn't budget or vendor availability — it's that migrating cryptography means touching thousands of code paths nobody has looked at in years. https://stepto.net/blog/ai-coding-agent-supply-chain-attacks-mcp-prompt-injection-2026 https://stepto.net/blog/ai-coding-agent-supply-chain-attacks-mcp-prompt-injection-2026 Fri, 24 Jul 2026 00:00:00 GMT Igor Agentjacking needs nothing but a public Sentry DSN and an HTTP client — no stolen credentials, no phishing, no server compromise — and achieved an 85% code-execution rate across Claude Code, Cursor, and Codex. The attack surface isn't your agent's permissions. It's everything your agent reads. https://stepto.net/blog/ai-coding-tools-usage-based-billing-budget-risk-2026 https://stepto.net/blog/ai-coding-tools-usage-based-billing-budget-risk-2026 Mon, 20 Jul 2026 00:00:00 GMT Igor GitHub Copilot's June 2026 shift to usage-based billing sent developer bills from $29 to $750 overnight. It's a symptom of a much bigger problem: token-metered AI tooling has made engineering costs nearly impossible to forecast — and CFOs have started asking why. https://stepto.net/blog/ai-generated-code-license-contamination-copyright-risk-2026 https://stepto.net/blog/ai-generated-code-license-contamination-copyright-risk-2026 Thu, 16 Jul 2026 00:00:00 GMT Igor Two-thirds of commercial codebases now contain open-source license conflicts, and 70+ active lawsuits are testing whether AI output infringes copyright. What CTOs need to know before the next audit finds it first. https://stepto.net/blog/deepfake-it-worker-fraud-nearshore-hiring-2026 https://stepto.net/blog/deepfake-it-worker-fraud-nearshore-hiring-2026 Wed, 08 Jul 2026 00:00:00 GMT Igor North Korean IT worker fraud rose 220% in a year, deepfakes now pass live interviews, and the scheme reached Serbia. Why verified hiring is a security control. https://stepto.net/blog/dedicated-development-team-cost-2026 https://stepto.net/blog/dedicated-development-team-cost-2026 Sat, 04 Jul 2026 00:00:00 GMT Igor How dedicated team pricing works, with real numbers: $35–75/hour, teams from $13,500/month, worked examples for 3, 5, and 8 people — plus hidden costs. https://stepto.net/blog/timezone-overlap-hidden-cost-outsourcing-quotes https://stepto.net/blog/timezone-overlap-hidden-cost-outsourcing-quotes Mon, 29 Jun 2026 00:00:00 GMT StepTo Editorial $25/hour offshore vs $50/hour nearshore looks obvious on a spreadsheet. The missing column — timezone overlap — decides whether you ship on time. https://stepto.net/blog/paid-pilot-project-test-software-agency-before-committing https://stepto.net/blog/paid-pilot-project-test-software-agency-before-committing Thu, 25 Jun 2026 00:00:00 GMT StepTo Editorial A two-to-four-week paid pilot reveals more than references, portfolios, and sales calls combined. How to scope one, measure it, and set the terms. https://stepto.net/blog/react-vs-vue-enterprise-saas-2026 https://stepto.net/blog/react-vs-vue-enterprise-saas-2026 Sun, 21 Jun 2026 00:00:00 GMT Igor React vs Vue keeps stalling because both are excellent. The framework we use with clients to settle it in an afternoon — on team and hiring factors. https://stepto.net/blog/protect-ip-hiring-software-agency-2026 https://stepto.net/blog/protect-ip-hiring-software-agency-2026 Thu, 18 Jun 2026 00:00:00 GMT Igor Losing IP to a development agency is a justified fear — and a preventable one. What to put in place before a single line of code is written. https://stepto.net/blog/hidden-costs-custom-software-after-launch https://stepto.net/blog/hidden-costs-custom-software-after-launch Wed, 17 Jun 2026 00:00:00 GMT Igor 60–80% of software's lifetime cost comes after launch: hosting, maintenance, APIs, new features. How to budget honestly before you sign. https://stepto.net/blog/how-much-does-custom-ai-cost-for-business https://stepto.net/blog/how-much-does-custom-ai-cost-for-business Tue, 16 Jun 2026 00:00:00 GMT Igor Custom AI runs $5K for focused automation to $250K+ for multi-system workflows. What each tier costs, what drives prices up, and how to spot a real quote. https://stepto.net/blog/fixed-price-vs-time-and-materials-software-contract https://stepto.net/blog/fixed-price-vs-time-and-materials-software-contract Mon, 15 Jun 2026 00:00:00 GMT Igor Fixed price feels safe; time and materials feels honest. Why both instincts mislead — and the phased, milestone-gated structure that protects you. https://stepto.net/blog/technical-cofounder-vs-software-agency-2026 https://stepto.net/blog/technical-cofounder-vs-software-agency-2026 Sun, 14 Jun 2026 00:00:00 GMT Igor Finding a technical co-founder takes 6–18 months and 20–40% equity. When an agency is the smarter path — and when the co-founder is worth it. https://stepto.net/blog/staff-augmentation-vs-software-development-agency https://stepto.net/blog/staff-augmentation-vs-software-development-agency Sat, 13 Jun 2026 00:00:00 GMT Igor Staff augmentation adds developers you manage; an agency owns delivery end to end. One question tells you which model your situation calls for. https://stepto.net/blog/agentic-organization-next-operating-model-2026 https://stepto.net/blog/agentic-organization-next-operating-model-2026 Sat, 13 Jun 2026 00:00:00 GMT Igor McKinsey calls humans working beside AI agents the biggest operating-model shift since the digital revolution. What it changes about building software. https://stepto.net/blog/how-to-get-ai-working-in-your-business-2026 https://stepto.net/blog/how-to-get-ai-working-in-your-business-2026 Fri, 12 Jun 2026 00:00:00 GMT Igor Goldman Sachs: 75% of small businesses use AI tools; only 14% integrated AI into operations. Closing that gap takes implementation, not tools. https://stepto.net/blog/fractional-cto-vs-software-development-agency-2026 https://stepto.net/blog/fractional-cto-vs-software-development-agency-2026 Thu, 11 Jun 2026 00:00:00 GMT Igor Fractional CTO, development agency, or both? The conditions that decide it — and why getting the sequence wrong is the expensive mistake.