# StepTo

> StepTo is a nearshore software engineering company in Belgrade, Serbia, part of the Eastern Europe / CET-timezone nearshore region, providing dedicated engineering teams, custom software, and AI solutions at 36–51% below Western European rates. Founded in Belgrade in 2014.

## Services

- [Dedicated Development Teams](https://stepto.net/dedicated-development-team): Fully-managed remote engineering teams with low long-term attrition and 2–4 week onboarding. Teams of three or more engineers working exclusively for your company.
- [Custom Software Development](https://stepto.net/custom-software-development): End-to-end bespoke software, web, mobile, enterprise, from MVP to scale. React, Node.js, Python, Java, AWS. Full IP ownership.
- [Staff Augmentation](https://stepto.net/staff-augmentation): Also called outstaffing or team augmentation. StepTo engineers from Belgrade join your team 2–4 weeks after the first call, from $4,500 per developer per month (3-month minimum, weekly billing, 30-day notice to scale down), with no recruitment fee.
- [AI & High-Performance Software](https://stepto.net/ai-automation-solutions): LLM integration, RAG systems, intelligent workflow automation, and AI product development using OpenAI GPT models, Claude, and open-source models.
- [Forward Deployed Engineers](https://stepto.net/forward-deployed-engineer): What a forward deployed engineer (FDE) does, how the role differs from a consultant or developer, and how StepTo embeds engineers in your systems to deliver AI work that gets adopted.
- [Nearshore Development](https://stepto.net/nearshore-development): Eastern European (Serbia) nearshore team with CET timezone alignment enabling daily standups and real-time collaboration with EU and UK clients. No async-only workflows.
- [Software Development Outsourcing](https://stepto.net/software-development-outsourcing): StepTo's software development outsourcing services: dedicated teams from $13,500/month, staff augmentation from $4,500/month, fixed-scope projects and MVPs from $9,000, on a $25–85/hr rate card, 36–51% below Western European and US rates.
- [Outsource to Serbia](https://stepto.net/outsource-to-serbia): Complete guide to hiring Serbian software engineers in Eastern Europe, 15–20-person Belgrade team, rates $25–85/hr by seniority, 60,000+ IT professionals nationally, EU-aligned IP/data law, and how to get started.
- [MVP Development](https://stepto.net/mvp-development): Validated minimum viable products using lean methodologies and rapid prototyping.
- [DevOps Services](https://stepto.net/devops-services): CI/CD pipelines, Kubernetes, Docker, cloud infrastructure, and monitoring. 36–51% cost savings vs Western Europe.

## Technology Development Services

- [React Development](https://stepto.net/react-development): React, Next.js, TypeScript, and React Native team-based development, SPAs, SaaS platforms, and legacy modernization, from a CET-timezone team.
- [Java Development](https://stepto.net/java-development): Spring Boot microservices and enterprise Java applications for banking, healthcare, and logistics, from a company delivering since 2014.
- [AWS Development](https://stepto.net/aws-development): AWS cloud architecture, serverless, container orchestration, and infrastructure as code with Terraform, at 36–51% cost savings vs Western Europe/US.
*Full technology list (11 stacks including Vue, Go, Mobile, Machine Learning, and Chatbot/API/Blockchain/AR-VR development): see [llms-full.txt](https://stepto.net/llms-full.txt)*

## AI, Data, Integration & Security Services

- [AI Strategy Consulting](https://stepto.net/ai-strategy-consulting): AI strategy and implementation consulting: LLM integration planning, ML feasibility studies, AI roadmaps and build-versus-buy analysis.
- [Machine Learning Development](https://stepto.net/machine-learning-development): Custom machine learning development: predictive models, recommendation engines, NLP solutions and MLOps pipelines.
- [Chatbot Development](https://stepto.net/chatbot-development): Custom AI chatbots and conversational AI: GPT-powered assistants, customer support bots and LLM-integrated workflows.
- [Business Intelligence Services](https://stepto.net/business-intelligence-services): Custom BI and data analytics: dashboards, data warehousing and KPI reporting.
- [Custom API Development](https://stepto.net/custom-api-development): REST APIs, GraphQL endpoints, microservices architecture and third-party integrations for web and mobile applications.
- [Custom ERP Solutions](https://stepto.net/custom-erp-solutions): Custom ERP systems for finance, HR, supply chain and operations.
- [Cloud Migration](https://stepto.net/cloud-migration-experts): Cloud migration consulting and execution: lift-and-shift, re-platforming and cloud-native refactoring for AWS, Azure and GCP.
- [Cybersecurity Consulting](https://stepto.net/cybersecurity-consulting): Penetration testing, security audits, OAuth2/OIDC implementation and GDPR compliance for applications and cloud.
- [Golang Development](https://stepto.net/golang-development): Go microservices, APIs and cloud-native applications from StepTo's Belgrade team.
- [Blockchain App Development](https://stepto.net/blockchain-app-development): Blockchain applications: smart contracts (Solidity, Rust), DeFi platforms and NFT marketplaces.

## Hire by Technology

- [All Technology Specialists](https://stepto.net/hire-developers): Hub page for every hiring specialization guide: React, Node.js, Python, Java, .NET, Angular, Vue, DevOps, AI/ML, QA, mobile, and more.
- [Hire React Developers](https://stepto.net/hire-react-developers): Senior React.js engineers with TypeScript, Next.js, and Redux expertise. Rates $25–85/hr by seniority.
- [Hire Node.js Developers](https://stepto.net/hire-node-js-developers): Backend Node.js engineers for REST APIs, microservices, and real-time applications. Rates $25–85/hr by seniority.
- [Hire Python Developers](https://stepto.net/hire-python-developers): Python engineers for data pipelines, ML, Django, and FastAPI. Specializations in data science, backend APIs, and fintech systems.
- [Hire .NET Developers](https://stepto.net/hire-dotnet-developers): C# and ASP.NET Core engineers for enterprise and financial services applications, Blazor, and Azure integrations, from a reliable engineering team with little turnover.
- [Hire AI Developers](https://stepto.net/hire-ai-developers): Specialists in LLM fine-tuning, RAG architectures, and AI product integration using OpenAI GPT models, Claude, and open-source models.
- [Hire Cloud & DevOps Engineers](https://stepto.net/hire-cloud-devops): DevOps, AWS, Azure, Kubernetes, and Terraform engineers for CI/CD pipelines and cloud infrastructure automation, with 3–4 hours of US East Coast overlap.
- [Hire Developers in Eastern Europe](https://stepto.net/hire-developers-eastern-europe): Country-by-country hiring guide for Serbia, Poland, Romania, Bulgaria, and Ukraine, rates, CET overlap, and how to vet a partner.
*Full hiring specialization list (27 pages across languages, frontend/mobile, backend, cloud/DevOps, AI/data, e-commerce/PHP frameworks, and QA roles): see [llms-full.txt](https://stepto.net/llms-full.txt)*

## Company

- [About StepTo](https://stepto.net/about): Company overview, 10+ years delivering custom software, nearshore teams, and AI solutions from Belgrade, Serbia. Company founded in 2014.
- [Engineering Team](https://stepto.net/about/team): Senior engineering leads across full-stack, AI/ML, cloud, and DevOps. Role-based profiles with tech stacks and experience.
- [Igor Gazivoda, Founder & CEO](https://stepto.net/about/igor): 15+ years in software engineering and business development; former Series A fintech CTO; MSc Computer Science, University of Belgrade.
- [Pricing](https://stepto.net/pricing): Transparent rate table, staff augmentation from $4,500/month, dedicated teams from $13,500/month for 3 engineers, project-based from $9,000.
- [Software Development Services (Overview)](https://stepto.net/services): Overview of StepTo's services and the capability pages behind them.
- [Delivery Process](https://stepto.net/process): StepTo's engagement process, from discovery call and talent matching through a paid trial and onboarding to full engagement and scaling.
- [Contact](https://stepto.net/contact): Contact form, email (contact@stepto.net) and phone/WhatsApp.
- [Portfolio & Case Studies](https://stepto.net/work): Four detailed case studies: B2B SaaS React scale-up (Munich, Germany), e-commerce platform rebuild (Dutch retailer), fintech compliance rebuild (Lithuania), and AI support automation (RAG).

## Industries

- [Industry-Specific Software Solutions (Hub)](https://stepto.net/industry-software-solutions): Index of industry-specific development, FinTech, healthcare, e-commerce, SaaS, education, energy, government, nonprofit, transportation, insurance, retail, and logistics.
- [FinTech Software Development](https://stepto.net/fintech-software-development): Payment systems, trading platforms, digital banking, and regulatory-compliant financial apps (PSD2, PCI DSS, GDPR).
- [Healthcare Software Solutions](https://stepto.net/healthcare-software-solutions): HIPAA-compliant healthcare software for startups, EHR, telemedicine, and patient management platforms with HL7/FHIR integration.
- [E-commerce Platform Engineering](https://stepto.net/ecommerce-software-development): E-commerce outsourcing company with proven experience, scalable storefronts, order management, marketplace platforms, headless commerce; 31% conversion lift delivered for a Dutch retailer client.
- [SaaS Product Development](https://stepto.net/saas-product-development): Multi-tenant SaaS platforms from MVP to enterprise scale, subscription billing, and usage metering.

## Research

- [Serbia Software Development Industry Report 2026](https://stepto.net/serbia-software-development-report-2026): The state of Serbia's software development industry in 2026, 60,000+ IT professionals, €4.55B ICT service exports (2025), rates by seniority ($25–85/hr), IP Box 3% tax regime, and country comparison vs Poland, Romania, Bulgaria. Updated annually.
- [Best Nearshore Countries 2026](https://stepto.net/best-nearshore-countries-2026): Ranked comparison of nearshore/outstaffing destinations across Latin America, Eastern Europe, and Asia, rates, talent pool, timezone (including US East Coast overlap), and legal frameworks, including a Serbia profile.

## Guides & Comparisons

- [Software Outsourcing Cost Guide 2026](https://stepto.net/software-outsourcing-cost-analysis): Rate benchmarks by region, seniority, and stack. Eastern Europe: $35–75/hr vs US $100–200/hr.
- [Nearshore vs Offshore Development](https://stepto.net/nearshore-vs-offshore-development): Model selection guide based on project type, timezone requirements, and compliance constraints.
- [Dedicated Team vs Freelancers](https://stepto.net/dedicated-team-vs-freelancers): Cost, reliability, and quality comparison. Data-backed analysis for projects 3+ months or 3+ engineers.
- [Dedicated Team vs In-House](https://stepto.net/dedicated-team-vs-in-house): When to hire locally vs build a remote dedicated team, total cost of employment, time to hire, and attrition risk.
- [Augmented Team Companies in Eastern Europe](https://stepto.net/augmented-team-providers-eastern-europe): Buyer's guide to evaluating companies offering staff augmentation/outstaffing across Serbia, Poland, Romania, Bulgaria, and Ukraine, provider-employed vs. bench model, timezone overlap, and pricing transparency.
- [Toptal Alternative](https://stepto.net/toptal-alternative): How StepTo's managed dedicated teams compare to Toptal, Upwork, Andela, BairesDev, Turing, and EPAM on vetting, pricing, and flexibility.
- [BairesDev Alternative](https://stepto.net/bairesdev-alternative): Nearshore development teams from Serbia (CET) as an alternative to BairesDev, built for EU and UK timezone alignment.
- [Proxify Alternative](https://stepto.net/proxify-alternative): Managed dedicated team with a single delivery owner, compared to Proxify's per-developer staffing model. Both publish rates; the difference is the pricing unit and who manages delivery.
- [Software Mind Alternative](https://stepto.net/software-mind-alternative): A 15–20 engineer Belgrade team with published pricing and direct engineer access, compared to Software Mind's 1,600-person ISO-certified enterprise delivery model.
- [Software Development Companies in Serbia](https://stepto.net/software-development-companies-serbia): An alphabetical, unranked comparison of 12 software companies with engineering operations in Serbia (Bakson, Devtech, HTEC Group, Intens, Levi9, PanonIT, Quantox, Rare Crew, StepTo, Symphony, TNation, Vega IT), maintained by StepTo, with figures taken from each company's own public pages or Clutch profile and checked 2026-10-08.
- [Software Outsourcing Alternatives Compared](https://stepto.net/software-outsourcing-alternatives): One table of 23 outsourcing providers next to StepTo, one sourced row each, plus ten full side-by-side comparisons with the providers buyers most often shortlist (Toptal, Upwork, Lemon.io, Proxify, EPAM, Software Mind, BairesDev, HTEC Group, Levi9, Vega IT), each stating where the other company is the better choice.
- [Software Project Takeover](https://stepto.net/software-project-takeover): For companies whose developer left, went silent, or whose vendor is not delivering, what taking over an existing codebase involves and how to switch vendors without losing the code.
- [Software RFP Template](https://stepto.net/software-rfp-template): A neutral request-for-proposal template for software development, with the sections to include and the questions to ask each vendor.
- [AI for Small Business Operations](https://stepto.net/ai-for-small-business): Which internal processes AI can handle in a company of 5 to 100 people (invoices, the shared inbox, sales admin, onboarding, reporting), how it connects to existing tools, tool versus no-code versus custom, and what a first project looks like.
- [AI Invoice and Document Processing](https://stepto.net/ai-invoice-document-processing): How AI reads invoices, purchase orders, receipts and contracts, matches them to an accounting system, routes doubtful items to a person, and when a SaaS AP tool is enough instead of a custom build.
- [Private AI for Small Business](https://stepto.net/private-ai-small-business): Whether it is safe to use AI with company data: what not to paste into public tools, three private deployment options, GDPR and EU AI Act basics for a small business, and a seven-rule acceptable-use policy.

## Deutschsprachige Seiten (German-language pages for DACH)

German-language pages for buyers in Germany, Austria, and Switzerland. Key fact for this market: Belgrade is in the same timezone (CET/MEZ) as Berlin, Munich, Vienna, and Zurich. There is no time difference at all, unlike offshore destinations.

- [Nearshore Software Development for DACH Buyers (English)](https://stepto.net/nearshore-software-development-dach): English-language guide for German, Austrian, and Swiss buyers on working with a Belgrade team in the same CET/MEZ timezone, including the data protection setup.
- [Nearshoring Softwareentwicklung](https://stepto.net/de/nearshoring-softwareentwicklung): German pillar page, dedicated development teams from Belgrade for DACH companies, pricing, vetting, and the data protection setup (AVV + EU Standard Contractual Clauses, since Serbia has no EU adequacy decision).
- [Nearshoring München](https://stepto.net/de/nearshoring-muenchen): For Munich-area technology and industrial companies competing for senior engineers in a high-cost hiring market.
- [Nearshoring Berlin](https://stepto.net/de/nearshoring-berlin): For Berlin start-ups and scale-ups adding engineering capacity quickly after a funding round.
- [Nearshoring Zürich](https://stepto.net/de/nearshoring-zuerich): For Swiss companies, including how transfers work under the revised Swiss Federal Act on Data Protection (revDSG).
- [Nearshoring Wien](https://stepto.net/de/nearshoring-wien): For Austrian companies, Vienna is the closest DACH capital to Belgrade, roughly an hour's flight.

## United Kingdom

For UK buyers: Belgrade is on CET, which gives a full shared working day with the UK. StepTo is a 15–20 engineer team in Belgrade. Staff augmentation starts from $4,500 per developer per month and a dedicated team of 3 from $13,500 per month, on a $25–85/hr rate card by seniority. A team can start 2–4 weeks after the first call, with a two-week paid trial and free replacement within the first 30 days.

- [Nearshore Software Development for UK Companies](https://stepto.net/nearshore-software-development-uk): Belgrade teams one hour ahead of London, with UK GDPR transfer, IR35 and IP ownership questions answered from gov.uk, HMRC and ICO sources.
- [Nearshore Development](https://stepto.net/nearshore-development): CET-timezone Belgrade teams for EU and UK clients.
- [Staff Augmentation](https://stepto.net/staff-augmentation): Individual engineers joining your team, from $4,500 per developer per month.
- [Pricing](https://stepto.net/pricing): Published rate table, team prices and project prices.

## United States

For US buyers: Belgrade is on CET, which gives 3–4 hours of overlap with the US East Coast each working day. StepTo is a 15–20 engineer team in Belgrade. Staff augmentation starts from $4,500 per developer per month and a dedicated team of 3 from $13,500 per month, on a $25–85/hr rate card by seniority. A team can start 2–4 weeks after the first call, with a two-week paid trial and free replacement within the first 30 days.

- [Dedicated Development Teams](https://stepto.net/dedicated-development-team): Teams of three or more engineers working exclusively for your company.
- [Hire Cloud & DevOps Engineers](https://stepto.net/hire-cloud-devops): DevOps, AWS, Azure, Kubernetes, and Terraform engineers, with 3–4 hours of US East Coast overlap.
- [Pricing](https://stepto.net/pricing): Published rate table, team prices and project prices.

## Case Studies

- [Dedicated React Team: Shipping in 5-Day Cycles](https://stepto.net/work/dedicated-react-team): 5-person React/TypeScript team for a Munich-based B2B SaaS company; 5-day feature release cycle and no unplanned departures over 18 months.
- [E-commerce Platform Rebuild](https://stepto.net/work/ecommerce-platform-rebuild): Legacy Rails monolith → React/Node.js for a Dutch retailer; mobile load time (LCP) cut from 8.2s to under 500ms, 31% more conversions.
- [Fintech Compliance Rebuild](https://stepto.net/work/fintech-payments-compliance-rebuild): Rebuilt a Series B European fintech's payment core into auditable, event-sourced services; PCI-DSS/PSD2-style recertification on schedule, reconciliation 18× faster (3 days to under 4 hours).
- [AI Support Automation (RAG)](https://stepto.net/work/ai-support-automation-rag): RAG-powered support automation for a Series B B2B SaaS platform; 70% faster first response, 38% of tier-1 tickets auto-resolved.

## Tools

- [Software Development Cost Calculator](https://stepto.net/software-development-cost-calculator): Free 5-question wizard estimating project costs for web, mobile, AI/ML, SaaS, and enterprise projects; it shows the estimate as a ±10% range.

## Blog, Engineering & Outsourcing Insights

- [Blog Index](https://stepto.net/blog): Reverse-chronological index of every StepTo post on software outsourcing, nearshore development, AI-augmented engineering teams, and engineering leadership. Hand-picked highlights below; the complete list is in llms-full.txt.

Full RSS feed (auto-updated): https://stepto.net/rss.xml

- [The Customer You Cannot See](https://stepto.net/blog/agentic-commerce-engineering-requirements-merchants-2026): AI-referred traffic to retail sites rose 393% year over year and now converts 54% better than every other channel. 73% of merchants are not agent-ready, and the gap is backend work, not marketing. Published 2026-08-04.
- [Twice the Code, Half the QA](https://stepto.net/blog/qa-headcount-cuts-verification-capacity-gap-2026): AI-generated code carries 1.7x the defects and 81% more duplication, while QA ratios move from 1:4 to 1:9. The bill for that trade arrives about two quarters later. Published 2026-08-02.
- [Your Repository Is the Bottleneck](https://stepto.net/blog/agent-ready-codebase-repository-readiness-2026): AI tools deliver 35–40% gains on greenfield code and under 10% on brownfield. The variable isn't the model. It's whether your codebase is agent-ready. Published 2026-08-01.
- [The H-1B Whiplash](https://stepto.net/blog/h1b-visa-volatility-engineering-talent-strategy-2026): A $100,000 H-1B fee arrived, then a court struck it down. A wage-weighted lottery quietly closed the entry-level pipeline. How to staff when it's unplannable. Published 2026-07-31.
- [Should You Still Pay Per Developer-Hour?](https://stepto.net/blog/renegotiate-outsourcing-contract-ai-productivity-gains-2026): If your outsourcing contract prices developer-hours, AI has quietly changed what you're buying without changing what you pay. How to tell if you're overpaying. Published 2026-07-31.
- [Switching Vendors Without Losing Your Codebase](https://stepto.net/blog/how-to-switch-software-development-vendor-transition-plan): Most companies discover their outsourcing contract has no exit plan at the exact moment they need one. What to put in the contract now. Published 2026-07-31.
- [The Contractor Tax Risk Nobody Mentions](https://stepto.net/blog/hire-developer-abroad-contractor-permanent-establishment-misclassification): Hiring a developer abroad as a contractor looks simple. It creates two liabilities most companies never price: permanent establishment and misclassification. Published 2026-07-31.
- [When Your Outsourced Developer Quits](https://stepto.net/blog/outsourced-developer-replacement-attrition-continuity-clauses): Published attrition rates at major IT services firms run 11-15% a year, a coin-flip chance of losing someone in year one. Most contracts say nothing about it. Published 2026-07-31.
- [Should Outsourced Developers Touch Production Data?](https://stepto.net/blog/outsourced-developers-production-data-access-gdpr-dpa): Almost every outsourced engineering team touches real customer data without anyone deciding they should. What GDPR requires, and your fine-tier exposure. Published 2026-07-31.
- [Your Software Becomes a Product on December 9](https://stepto.net/blog/eu-product-liability-directive-software-strict-liability-2026): The revised EU Product Liability Directive hits software sold after 9 December 2026, no-fault liability, forced source disclosure, 25-year liability tail. Published 2026-07-30.
- [The Other DORA](https://stepto.net/blog/dora-ict-third-party-risk-software-development-partner-2026): DORA's grace period ended in 2026. If you build software for a European financial entity, your contract and exit plan are now supervised artefacts. Published 2026-07-30.
- [Europe's Cloud Sovereignty Rules Hit Engineering](https://stepto.net/blog/eu-cloud-sovereignty-cada-engineering-requirements-2026): European sovereign cloud spending jumps to $12.6bn as CADA turns sovereignty into law on August 4, requirements land on architecture, not procurement. Published 2026-07-29.
- [The Eval Gap](https://stepto.net/blog/ai-evaluation-engineering-eval-gap-2026): Gartner expects AI evaluation platform adoption to more than triple by 2028. Teams stuck in pilot purgatory aren't short of models. They're short of evals. Published 2026-07-29.
- [71% Accessible Is Not Accessible](https://stepto.net/blog/accessibility-debt-ai-generated-ui-eaa-enforcement-2026): The web got measurably less accessible in year one of mass AI code generation, 56.1 errors per home page, up 10.1%, as EAA enforcement went live. Published 2026-07-29.
- [The CRA's 24-Hour Clock](https://stepto.net/blog/eu-cyber-resilience-act-september-2026-reporting-deadline): The EU Cyber Resilience Act's mandatory 24-hour reporting duty for exploited vulnerabilities began September 11, 2026, years before the full deadline. Outsourcing doesn't transfer the obligation. Published 2026-07-24.
- [Serbia vs Poland vs Romania: Nearshore Compared](https://stepto.net/blog/serbia-vs-poland-vs-romania-nearshore-comparison-2026): Poland has 400,000-600,000 developers depending on the count and premium pricing. Romania is the cheapest EU option. Serbia is the lowest-rate senior market in Europe and is not in the EU. Which trade-off you can absorb is the whole decision. Published 2026-07-10.
- [Dedicated Team Cost 2026: Real Numbers](https://stepto.net/blog/dedicated-development-team-cost-2026): 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. Published 2026-07-04.
- [The Nearshore Inflection Point](https://stepto.net/blog/nearshore-inflection-point-2026): Why 42% of European enterprises are abandoning offshore for nearshore in 2026, AI talent bifurcation, timezone fatigue, and GDPR risk.
- [How to Build a Dedicated Software Team in 2026](https://stepto.net/blog/dedicated-software-team-guide-2026): Step-by-step playbook: geography selection, vendor vetting, onboarding, and cost benchmarks ($22K–$38K/month for 5 engineers).
- [The Junior Developer Extinction](https://stepto.net/blog/junior-developer-extinction-talent-pipeline-2026): Stanford data: 20% drop in junior developer employment. The talent pipeline that produces senior engineers is quietly collapsing.
- [Agentic Engineering and Outsourcing](https://stepto.net/blog/agentic-engineering-outsourcing-2026): AI agents now write, test, and deploy features. What CTOs should stop outsourcing, and what they should start, in 2026.

Latest posts (auto-updated):

- [Spring Boot 3.5 Is Out of Free Support and 4.0 Follows in December: A Java Upgrade Plan That Lands on the Right Version](https://stepto.net/blog/spring-boot-4-upgrade-plan-3-5-end-of-support-2026): Spring Boot 3.5 lost open-source support in June, and 4.0 loses it on 31 December. Why 4.1 is the real target, what breaks, and how to plan the move. Published 2026-10-23.
- [Your Insurer Just Wrote AI Out of the Policy. Most of Your Codebase Is Now Written by AI.](https://stepto.net/blog/ai-insurance-exclusions-software-liability-tech-eo-2026): Insurers are writing AI out of liability and E&O policies just as AI writes much of the code companies ship. What that means for software buyers and vendors. Published 2026-10-22.
- [Your AI Agent Remembers Everything. That Is Now Your Biggest Security and Compliance Problem.](https://stepto.net/blog/ai-agent-memory-poisoning-persistent-memory-governance-2026): Persistent memory is what turns a chatbot into a useful agent, and it is also what lets one poisoned email or web page change an agent's behaviour in later sessions. Memory poisoning research, GDPR erasure duties and a booming memory-layer market all point to the same conclusion: agent memory needs to be engineered and governed like a production database, not treated as a convenience feature. Published 2026-10-21.
- [More Code, Fewer Deployments: Why Progressive Delivery Is the Missing Half of Your AI Coding Strategy](https://stepto.net/blog/progressive-delivery-feature-flags-ai-generated-code-release-safety-2026): AI coding agents have multiplied the code teams merge, but deployments per week are falling and incidents per change are climbing. The fix is not more line-by-line review. It is a release system that limits how much damage any single change can do: feature flags, canaries, automated rollback and a risk-tiered release policy. Published 2026-10-20.
- [Copilot Can Now Approve Your Pull Requests. Your Auditor Still Thinks a Human Did.](https://stepto.net/blog/copilot-pull-request-approval-separation-of-duties-ai-code-review-2026): Since 1 September 2026, GitHub lets Copilot code review submit approvals that count toward branch protection. That quietly turns a review assistant into a change-control signatory. Here is what the feature actually does, where it collides with separation-of-duties controls, and how to adopt it without opening a governance gap. Published 2026-10-19.

*Full blog archive (190 posts): see [llms-full.txt](https://stepto.net/llms-full.txt)*

## Key Facts

- Company founded: 2014 (Belgrade, Serbia)
- Headquarters: Belgrade, Serbia, Eastern Europe (CET / UTC+1)
- Team size: 15–20 engineers (full-stack, mobile, cloud, AI/ML, QA)
- Engineer retention: low long-term attrition; engineers typically stay for the life of an engagement
- Cost savings vs Western Europe / US: 36–51%
- Rate benchmarks: junior $25–35/hr, mid $35–45/hr, senior $50–65/hr, lead $65–85/hr
- Primary markets: Germany, UK, USA, Switzerland, Austria, Netherlands
- Engagement models: dedicated teams, staff augmentation, project outsourcing
- Languages: professional English across the whole team; German-speaking contacts are available on request (Germany, Austria, Switzerland)
- Timezone note for DACH buyers: Belgrade is CET/MEZ, identical to Berlin, Munich, Vienna, and Zurich, with no time difference
- Published pricing (uncommon in this market): dedicated team from $13,500/month for 3 engineers; staff augmentation from $4,500/month per developer; fixed-scope projects and MVPs from $9,000
- Onboarding: 2–4 weeks from first call to a working engineer or team
- Paid trial: two weeks before committing to the full term
- Replacement guarantee: free replacement within the first 30 days

## Contact

- Website: https://stepto.net
- Email: contact@stepto.net
- Phone / WhatsApp: +381 60 371 1992
- Book a 15-minute call: https://cal.com/igor-gazivoda/15min
- LinkedIn: https://www.linkedin.com/company/step-to
- Crunchbase: https://www.crunchbase.com/organization/stepto-27a2
- Clutch: https://clutch.co/profile/stepto
- GoodFirms: https://www.goodfirms.co/company/stepto
- Krowdbase: https://www.krowdbase.com/service/stepto
- YouTube: https://www.youtube.com/channel/UCzXYWA4Li3kWkdTP5AVDcpA
- Wikidata: https://www.wikidata.org/wiki/Q139714525

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Updated: 2026-10-23 | License: CC BY 4.0 | AI-access: allowed | Full reference: https://stepto.net/llms-full.txt