Building MVP / proof of concept
Architect, build, and ship it with you. Team structure, tech stack, working code.
Technology leadership and hands-on execution when the engineering has to work. We don't just tell you what to do. We architect your systems, lead your engineering, ship your product, and build the team that keeps it running.
We build awesome things at these companies
as employees, freelancers, contractors, or advisors.






































Early warning signs
You don't need another advisor who disappears after the recommendation. You need someone who stays and builds.
You're building an MVP but not sure how to structure the team.
You hired developers but they're not delivering.
You're the bottleneck for every technical decision.
You paid a consultant, got a slide deck, and nothing changed.
You don't know if you're building it right, or wasting money.
Your client data, backups, and servers feel one bad deploy away from a disaster.
Competitors are shipping AI features and you're stuck.

You do not need to do this alone.
From early ideas to scalable execution. We start where your biggest delivery bottleneck is.
Architect, build, and ship it with you. Team structure, tech stack, working code.
Screen, select, and onboard the right engineers. We run the process end to end.
Diagnose what's broken, restructure, and lead the turnaround hands-on.
Set up systems, processes, and ownership so your team delivers without you.
Get in the middle. Align roadmap with delivery and hold both sides accountable.
We build LLM-powered products. Pre-training pipelines, RAG systems, AI agents. Guardrails, output validation, and isolation to keep them safe.
Backup strategies, access controls, infrastructure hardening, compliance. We audit what you have and fix the gaps.
Our team embeds directly into your workflows. Cloud infrastructure, DevOps, security, architecture. Senior people who execute.
Delivery principles
Click through the principles that shape every engagement.

Performance Signals
Measured outcomes from real operating work inside engineering and product teams.
in software engineering and product leadership
coached and mentored
built from first hire
restructured and turned around
on systems we've architected
in production, including pre-training pipelines and AI agents
From first conversation to working solution. No bloated timelines, no handoff gaps.
Tell us where you are and what’s not working. No pitch.
We dig into your situation. Team, process, tech, goals. If it needs deeper investigation, we run a SolidPulse™ audit.
Clear recommendations with our hands behind them. What to fix, who to hire, how to structure. We don’t hand you a document and walk away.
Fractional CTO leadership, hands-on engineering through our team, team coaching, or all three. We stay until it works.
Vygandas was a great technical partner and support helping as I built out the MVP for my SAAS business. He was patient and offered tons of value as we architectured the initial tech stack!Read more →
Vygandas is great to work with and brings a depth and breadth of experience. He's thoughtful and detail-oriented and is able to switch quickly from big-picture planning to granular project management.Read more →
I had the pleasure of working with Jean Baptiste, and I can confidently say that he is an exceptional DevOps professional with extensive expertise in AWS. He is highly knowledgeable about AWS services and has a deep understanding of how to architect, deploy, and manage applications on the AWS platform. His problem-solving abilities are second to none, and he consistently delivers effective solutions to complex challenges using AWS tools and technologies. Jean Baptiste's ability to integrate his solutions with AWS is incredibly efficient, and he always provides detailed plans for executing projects quickly. I highly recommend his services to anyone seeking a top-notch DevOps specialist with AWS expertise.Read more →
Great professional and team leader. Very calm and friendly professional. Feels like everything will be ok, all the time. This helps maintain the team morale in the right place. When calling him to a Design Brainstorming or Process, he is the one that provides the boldest ideas. I really hope we get to work together again in the future.Read more →
Vygandas is a great leader & manager with deep knowledge & experience in many different areas -- marketing, programming, management, sales, etc. I have worked closely with him for 6 months on a day-to-day basis and have only the best things to say. He made sure that our team runs proficiently and performs consistent results. Vygandas is an ambitious, hard-working and results-oriented leader. The thing I loved the most about working with him is that he has an easy-going attitude and doesn't resist going the extra mile when sharing his professional knowledge with co-workers.Read more →
I was lucky to be the Team Lead that hired Vygandas into Toptal. From the interviews he was impressive in the nicest way: calm, friendly, very intelligent, and communicates very well. Once at the company, he continuously did great work. Yes, he is an excellent engineer. At the same time he can work with people superbly, is a great listener, can organize thoughts and priorities, and is patient. To top it off, Vygandas is always positive and uplifting. After I departed Toptal, he took over my position as Team Lead and it worked out very well for everyone involved. Vygandas can work at any level of an organization and excel.Read more →
Vygandas was a great technical partner and support helping as I built out the MVP for my SAAS business. He was patient and offered tons of value as we architectured the initial tech stack!Read more →
Vygandas is great to work with and brings a depth and breadth of experience. He's thoughtful and detail-oriented and is able to switch quickly from big-picture planning to granular project management.Read more →
I had the pleasure of working with Jean Baptiste, and I can confidently say that he is an exceptional DevOps professional with extensive expertise in AWS. He is highly knowledgeable about AWS services and has a deep understanding of how to architect, deploy, and manage applications on the AWS platform. His problem-solving abilities are second to none, and he consistently delivers effective solutions to complex challenges using AWS tools and technologies. Jean Baptiste's ability to integrate his solutions with AWS is incredibly efficient, and he always provides detailed plans for executing projects quickly. I highly recommend his services to anyone seeking a top-notch DevOps specialist with AWS expertise.Read more →
Great professional and team leader. Very calm and friendly professional. Feels like everything will be ok, all the time. This helps maintain the team morale in the right place. When calling him to a Design Brainstorming or Process, he is the one that provides the boldest ideas. I really hope we get to work together again in the future.Read more →
Vygandas is a great leader & manager with deep knowledge & experience in many different areas -- marketing, programming, management, sales, etc. I have worked closely with him for 6 months on a day-to-day basis and have only the best things to say. He made sure that our team runs proficiently and performs consistent results. Vygandas is an ambitious, hard-working and results-oriented leader. The thing I loved the most about working with him is that he has an easy-going attitude and doesn't resist going the extra mile when sharing his professional knowledge with co-workers.Read more →
I was lucky to be the Team Lead that hired Vygandas into Toptal. From the interviews he was impressive in the nicest way: calm, friendly, very intelligent, and communicates very well. Once at the company, he continuously did great work. Yes, he is an excellent engineer. At the same time he can work with people superbly, is a great listener, can organize thoughts and priorities, and is patient. To top it off, Vygandas is always positive and uplifting. After I departed Toptal, he took over my position as Team Lead and it worked out very well for everyone involved. Vygandas can work at any level of an organization and excel.Read more →
Vygandas and I worked together on growth initiatives, primarily on roadmapping and prioritization. Vygandas does a great job in managing his engineering team and collaborating across the engineering organization to make sure that his team works on high impact projects. While I only worked with Vygandas for a few months, I enjoyed his leadership style and hands-on approach to scoping.Read more →
I worked closely with Vygandas on a day-to-day basis as the product manager of the team he managed. We frequently discussed ways to optimize the team and to prioritize features. It was truly a pleasure working alongside Vygandas as he will go above and beyond to support his team. He excels when it comes to capacity planning and providing high-level estimates on LOE for the initiatives on the roadmap. His management style is pretty straightforward - ensure that everyone is equipped to succeed. This includes removing blockers, researching the unknowns, and getting the right people in the room. This mentality is the reason for the success of the team, why his direct reports thrived and how the Product team was able to manage stakeholders and expectations. I would highly recommend Vygandas for a management position at any company that requires building strong teams and effective, strategic planning.Read more →
Vygandas was employee #1 of our Lithuania branch, and his hard work was crucial in getting the new office and team up and running.Read more →
Vygandas is a very creative person who knows how to materialize complex ideas into reality easily. It's because he has strong IT background and management skills which let him to see end picture in the beginning of new project. Vygandas comes up with creative solutions to difficult problems and know how to manage all process to seek best result on time.Read more →
Je recommande vivement Jean-Baptiste en tant que DevOps. J'ai eu le plaisir de travailler avec lui pendant plusieurs années, et j'ai été impressionnée par son expertise en matière d'automatisation, de développement et de déploiement d'applications. Jean-Baptiste est un collaborateur exceptionnel qui a la capacité de travailler en étroite collaboration avec les équipes de développement et d'exploitation pour assurer une transition fluide vers la production. Sa connaissance approfondie de l'écosystème DevOps et de ses outils a été inestimable pour la réussite de nos projets. Je recommande vivement Jean-Baptiste à toute entreprise cherchant à mettre en place des pratiques DevOps efficaces et efficientes. Son expertise technique et sa capacité à travailler en collaboration font de lui un atout précieux pour toute équipe de développement.Read more →
Vygandas and I worked together on growth initiatives, primarily on roadmapping and prioritization. Vygandas does a great job in managing his engineering team and collaborating across the engineering organization to make sure that his team works on high impact projects. While I only worked with Vygandas for a few months, I enjoyed his leadership style and hands-on approach to scoping.Read more →
I worked closely with Vygandas on a day-to-day basis as the product manager of the team he managed. We frequently discussed ways to optimize the team and to prioritize features. It was truly a pleasure working alongside Vygandas as he will go above and beyond to support his team. He excels when it comes to capacity planning and providing high-level estimates on LOE for the initiatives on the roadmap. His management style is pretty straightforward - ensure that everyone is equipped to succeed. This includes removing blockers, researching the unknowns, and getting the right people in the room. This mentality is the reason for the success of the team, why his direct reports thrived and how the Product team was able to manage stakeholders and expectations. I would highly recommend Vygandas for a management position at any company that requires building strong teams and effective, strategic planning.Read more →
Vygandas was employee #1 of our Lithuania branch, and his hard work was crucial in getting the new office and team up and running.Read more →
Vygandas is a very creative person who knows how to materialize complex ideas into reality easily. It's because he has strong IT background and management skills which let him to see end picture in the beginning of new project. Vygandas comes up with creative solutions to difficult problems and know how to manage all process to seek best result on time.Read more →
Je recommande vivement Jean-Baptiste en tant que DevOps. J'ai eu le plaisir de travailler avec lui pendant plusieurs années, et j'ai été impressionnée par son expertise en matière d'automatisation, de développement et de déploiement d'applications. Jean-Baptiste est un collaborateur exceptionnel qui a la capacité de travailler en étroite collaboration avec les équipes de développement et d'exploitation pour assurer une transition fluide vers la production. Sa connaissance approfondie de l'écosystème DevOps et de ses outils a été inestimable pour la réussite de nos projets. Je recommande vivement Jean-Baptiste à toute entreprise cherchant à mettre en place des pratiques DevOps efficaces et efficientes. Son expertise technique et sa capacité à travailler en collaboration font de lui un atout précieux pour toute équipe de développement.Read more →
Insights
Practical notes on engineering leadership, architecture decisions, and AI implementation.

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Leadership
Vygandas Pliasas has been building software since 2006. Engineering leadership, product strategy, team building, and yes, actual code and architecture.
Today he runs multiple companies as CEO and CTPO across the US and Europe, including an AI-powered platform where he leads engineering and product hands-on. He's built teams from zero, turned around broken ones, and shipped LLM products from pre-training to production.
Backed by senior team members who specialize in cloud infrastructure, security, DevOps, and software architecture. Not subcontractors. People he's worked with and trusts to deliver.

Our Team
Strategy without execution is just advice. That's why we built a team that ships.
Cloud infrastructure and security. Software architecture and DevOps. When your project needs hands-on engineering, our team embeds directly and delivers. No agency markup, no handoff gaps. One team from strategy through deployment.
Meet the team30 minutes. No pitch. Just an honest conversation about where you are and whether we can help. Strategy, execution, or both.