Panglot is a universal service composition platform that lets you build, inherit, and reuse services across languages and infrastructures — eliminating redundancy and cutting costs by design.
Panglot originated from a Master's thesis in 1997, exploring the idea that software services should be composable, inheritable, and language-agnostic — much like components in the physical world.
Over the past 20+ years, this vision has been refined, tested, and implemented through a multitude of real-world projects. Built entirely on personal time — through late nights and sleepless hours — Panglot is the result of unwavering dedication to a single idea: software should never be written twice.
This long-term research has produced approximately 50 patents, covering key innovations in service composition, cross-language inheritance, runtime orchestration, and universal contract negotiation.
Everything you build with Panglot rests on three foundational principles
Every service you create becomes instantly available to any other service, regardless of programming language. Write a function in Go; call it from Python, TypeScript, or Rust — seamlessly.
Just like object-oriented classes, services in Panglot can inherit from parent services. Override behaviors, add new capabilities, or delegate to a parent — all without accessing the parent's source code.
By eliminating duplicated services across your infrastructure, Panglot dramatically reduces RAM, disk, CPU, and energy consumption — saving both money and environmental impact at scale.
From idea to production in four simple steps
Discover existing services from a rich catalog spanning data processing, security, AI/ML, communication, and more.
Combine services together or inherit from an existing one to extend its capabilities with your own business logic.
Panglot's unified payload system and Rosetta translation layer let you invoke any service from Go, Python, TypeScript, or Rust.
Track real-time QoS metrics down to the CPU core cycle, manage resource allocation, and measure your infrastructure savings.
A complete environment for building, managing, and monitoring composable services
The Marketplace is your gateway to a rich ecosystem of ready-to-use services. Each service is callable from any supported language — write your application in Python and seamlessly invoke a Go-based image processing service, a Rust encryption engine, or a TypeScript data validator.
Explore the entire service topology with an interactive 3D view. See how services inherit from parents, override behaviors, and add new capabilities — all without needing access to the parent's source code.
Panglot goes beyond traditional monitoring. Track consumption at the CPU core cycle level per service, per user. Define QoS policies that allocate Performance or Efficiency cores based on workload priority.
The compounding benefits of composable, inheritable services
In a traditional architecture, every application team builds their own authentication, their own data validation, their own encryption. In Panglot, these services are built once and shared across every application that needs them.
Service inheritance lets you create specialized versions of existing services without touching the original code. Add AI capabilities to your CRM, enforce GDPR compliance, or localize for a new market — all by inheriting and extending.
When services are shared instead of duplicated, infrastructure costs drop dramatically. Fewer containers mean less RAM, less disk, less CPU, and significantly less energy consumption — translating directly to lower hosting bills and a smaller carbon footprint.
The Coagulator is Panglot's engine for distributed program orchestration. It decomposes programs into micro-segments, schedules execution across a federation of heterogeneous hubs using DAG-based algorithms (HEFT, CPOP), and coagulates partial results into a coherent output.
Each segment runs inside a sandboxed WebAssembly runtime with fuel metering (1M instructions max), memory isolation (512 MB), and content-addressable caching — supporting Go, Rust, AssemblyScript, and C/C++ compilation targets.
See how Panglot compares to monolithic and cloud microservice architectures
Three approaches to building the same e-commerce platform with 15 services
Projected resource consumption as the platform scales from 10 to 100+ services
Catalog, orders, payments, inventory, notifications, analytics — 15 services composed from a library of 72+, with 40% reused from existing implementations.
Unified contacts, invoicing, inventory, procurement, and analytics. CRM inherits from base CRM Core; each regional variation extends via inheritance.
Data preparation, model training, A/B testing, serving — all built on composable services with multi-parent inheritance from data processing and AI foundations.
Blockchain provenance, NFT certificates, IoT sensor integration, compliance engine — inheriting from blockchain and monitoring base services.
Delegate the implementation of a performance-critical service to an expert in a high-performance language (Rust, C++, Zig) using a strict contract specification — without ever exposing the rest of the project. The contractor receives only the service contract (input/output schema, QoS requirements, gRPC interface) and delivers a standalone, compliant implementation.
Select an application below and connect instantly with a temporary token
Real-time multiplayer space shooter with 10 microservices: matchmaking, netcode, AI bots, economy
Manage contacts, track deals, generate reports
Submit code for AI-assisted static analysis and vulnerability detection
Choose the deployment model that fits your needs
Full control, your infrastructure
Start instantly, scale effortlessly
Expert guidance to maximize your Panglot investment
Our experts analyze your existing application landscape and design an optimal service decomposition strategy. We identify reuse opportunities, define inheritance hierarchies, and create a migration roadmap tailored to your business.
We build and optimize your core services for the Panglot platform. This includes designing efficient payloads, implementing proper contract tiers, configuring QoS policies, and ensuring maximum reusability across your organization.
Comprehensive training programs to bring your teams up to speed with the Panglot methodology. From service design principles to advanced inheritance patterns, we ensure your organization can operate autonomously.
The next generation of Panglot is already in development — PanglotOS
A fundamental shift in how services are executed, managed, and scaled
Estimated resource consumption for the same workload across different approaches
Estimates based on equivalent workloads. All figures relative to monolithic baseline.
PanglotOS with the Cortex runtime is actively in development. I am looking for funding, partnerships, and any form of support to bring this next generation to life.
Whether you are an investor, a potential collaborator, a company interested in early adoption, or simply someone who believes in this vision — I would love to hear from you.
A multidisciplinary profile bridging technology, strategy, and innovation
With over 25 years of experience across IT infrastructure, cloud architecture, channel ecosystems, and organizational transformation, I bring a rare ability to clarify complex situations, adopt new technologies rapidly, and turn vague concepts into production-ready solutions.
Whether the challenge is technical (designing a multi-cloud architecture), strategic (structuring a partner ecosystem), or creative (building a generative AI pipeline), the approach remains the same: understand deeply, structure clearly, deliver concretely.
Two disciplines that shape a unique perspective on technology and its impact
Networks & Security
Deep technical foundation in systems engineering, network architecture, security protocols, and software development (C/C++, algorithms, OS internals).
International Strategy & Change Management
Strategic thinking, geopolitical context, organizational transformation, and the ability to position technology within broader business and societal frameworks.
25+ years turning complex technical challenges into structured solutions
Hungarian, Russian, Arabic, German, Italian, Dutch — enough to impress, not enough to survive.
Research papers on distributed systems architecture and performance
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