Experimental AI Research & Engineering Studio

Engineering Autonomous Agents, Living Work Graphs & Emergent Systems.

Florque AI Studio researches novel AI architectures, engineers functional POCs, and publishes living progress in multi-agent orchestration, dynamic workflows, and interactive LLM systems.

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Novel AI Research

Exploring uncharted ground in graph-guided agent memory, causal work graphs, and deterministic bounds.

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Functional POCs

Moving beyond static toy prompts to production-tested architectures, self-healing loops, and real prototypes.

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Public & Living Progress

Transparent development, open frameworks, and a public portfolio demonstrating state-of-the-art orchestration.

Active Portfolio & R&D Studio

Core R&D & Portfolio Projects

Each project tests a foundational thesis in AI agent architecture, adaptive workflows, or interactive logic. Explore live apps, architectural case studies, and prototypes below.

3 R&D tracks active • More in lab
Program Management Agent WIP / Alpha

Florque

Full-scale, work graph–based, AI-powered ticket tracking and self-healing execution engine. Automates, monitors, and optimizes project operations for teams.

account_tree VSGT Graph Architecture (Vision to Task)
auto_fix_high Continuous AI graph anomaly detection
smart_toy Autonomous agent team spawning
Florque VSGT Framework
Idea-to-Execution Planner WIP / Alpha

Florque Lite

Mobile-first AI planning agent. Transforms raw ideas into actionable, resource-constrained execution plans and dynamically adapts the roadmap based on new inputs.

mic Mobile-first voice & memo parser
tune Strict human-capacity constraint solver
sync_alt Autonomous dynamic roadmap rerouting
Idea Refiner Engine
Gaming & AI NPCs WIP / Alpha

Zaqwes

AI-powered escape room quiz game where non-player characters (NPCs) leverage LLM backends for emergent, unpredictable, and dynamic gameplay logic.

psychology_alt Emergent unscripted NPC dialogues
vpn_key Generative escape room riddle loops
shield Deterministic bounds & anti-hallucination
Dynamic Game Loops
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New R&D Works in the Lab

Florque AI Studio regularly publishes new experimental projects in multi-agent swarms, self-evolving code graphs, and autonomous tools.

Follow GitHub Releases →
Technical Foundations

Core Innovation & System Architecture

The recurring architectural paradigms that power all Florque AI Studio systems.

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Graph-Native Context

Moving past flat lists. Representing work as causal DAGs so agents preserve the strategic lineage behind every action.

smart_toy

Agent Orchestration

Spawning specialized, autonomous AI experts that collaborate, monitor drift, and execute with self-healing feedback loops.

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Constraint Solvers

Planning systems bounded by real-world human hours, capacity, and deadlines instead of unrealistic infinite backlogs.

sports_esports

Emergent Game Loops

Hybrid engines blending deterministic physics, rules, and timers with generative LLM psychology and dialogue.

Open Source Foundation

The Florque Work Graph Framework

We don't keep our discoveries behind walled gardens. Our open-source Work Graph framework establishes a standardized protocol for connecting high-level vision down to autonomous agent ticket execution.

Autonomous context preservation
Work With The Studio

Partner with Florque

Need bespoke multi-agent architecture, custom LLM tool-calling engines, or adaptive work graph pipelines? We selectively contract and partner with founders, engineering teams, and organizations building at the edge of autonomy.

check Multi-Agent System Design & Architectural Audits
check Custom LLM Integrations with Deterministic Guardrails
check Graph-based Workflow Automation & Self-Healing Engines
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LinkedIn

Vadzim Zhuk

Agentic AI Systems & Mobile Expert

📍 European Union • 1000+ connections