My startup Hubstry is a deep-tech holding company focused on computational ontology and symbolic intelligence, with GuruDev® as its core technological innovation.
GuruDev® is an ontological, multisemiotic, and multimodal programming language that goes beyond traditional syntax to operate on seven hermeneutic levels: literal, allegorical, moral, mystical, functional, aesthetic, and ontological, allowing code to be interpreted and not just executed.
The main technological pillars of GuruDev® include an Analogical Thought Engine that uses reasoning by analogy to map structures between domains and languages, enabling true semantic interoperability; the proprietary IPII technique (Iterative Parametric Interaction for Interoperability) for semantic transpilation that compares computational tokens against a massive panlinguistic database to generate contextualized code in over 2000 languages; native multimodal data types that support audio, image, video, and scientific formulas as first-class citizens; an ontological architecture grounded in the ten Aristotelian categories for deep semantic classification and analysis; and the Dodecalogue, an educational framework that modernizes the Trivium and Quadrivium by integrating logic, science, philosophy, art, and spirituality.
In essence, Hubstry's core technology is a semantic processing system that transforms programming from a purely functional task into an interdisciplinary, human, and meaning-laden practice.
GuruDev® is built on analogical thinking, Peircean semiotics, and Aristotle's ontological categories, offering native semantic interoperability with over 2000 programming languages and symbolic forms such as music, mathematics, and visual art. Its native support for multimodal data and its seven hermeneutic levels allow developers to embed deep layers of meaning into their code.
GuruDev® is also a complete educational paradigm through the Dodecalogue, which integrates twelve fields of knowledge: logic, mathematics, science, technology, philosophy, ethics, art, music, language, spirituality, history, and ecology, forming the foundation of Hubstry Academy where students learn by building real startups aligned with their natural aptitudes.
As a fullstack founder in solo bootstrap mode, I approach Hubstry with principles of digital craftsmanship, resilience, and independent innovation. My approach prioritizes depth over speed, meaning over metrics, and long-term impact over rapid growth. My mindset combines the precision of a digital artisan with the reflective observation of a flâneur and the endurance of a camel breeder prepared for the long journey.
I do not pursue vanity metrics but rather depth indicators: the development and formalization of intellectual property such as IPII, the semantic architecture of GuruDev® and the Dodecalogue; the consistent production of technical content, whitepapers, and public repositories that demonstrate rigor and thought leadership; strategic validation through high-level programs; community growth among indie hackers and deep-tech founders; and the founder's complete mastery of the stack as a central execution metric.
Hubstry builds cognitive infrastructure for the next era of computing where technology is intelligent, meaningful, ethical, and deeply human.
Q2BSTUDIO is our sister company specialized in software development and technological solutions that complements Hubstry's vision by offering professional custom software development services and tailored applications for businesses of all sizes. Q2BSTUDIO combines expertise in artificial intelligence and cybersecurity to deliver robust and scalable solutions, integrating AWS and Azure cloud services for secure and efficient deployments.
Our services include consulting and custom software development, creation of tailored applications oriented to business processes, implementation of artificial intelligence and AI for businesses, design and integration of custom AI agents, and business intelligence solutions with Power BI for visualization and data-driven decision-making. We also offer cybersecurity audits and architecture, infrastructure hardening, and incident response, ensuring that tailored applications and custom software are secure by design.
Q2BSTUDIO accelerates the adoption of artificial intelligence through practical and ethical architectures that connect language models, AI agents, and data pipelines with cloud platforms. We implement business intelligence services that combine ETL, advanced analytics, and dashboards with Power BI to deliver actionable insights that improve business operations and strategy.
The synergy between Hubstry and Q2BSTUDIO allows us to offer end-to-end solutions where GuruDev® provides semantic and ontological interoperability, and Q2BSTUDIO materializes real products in the form of custom software and tailored applications, with support for AWS and Azure cloud services, top-tier cybersecurity, and AI capabilities for businesses ready for production.
If you are looking to transform data into decisions and code into meaning, we work on projects that integrate AI agents, data pipelines, Power BI visualization, security, and cloud deployment, building systems that are useful, understandable, and sustainable over time.
We are open to collaborations, pilots, and alliances that value technical depth, integrity, and long-term value creation. Hubstry and Q2BSTUDIO offer a unique proposition: semantic and ontological technology alongside practical execution in custom software development, tailored applications, artificial intelligence, cybersecurity, AWS and Azure cloud services, business intelligence services, AI for businesses, AI agents, and Power BI to drive your organization's digital transformation.
