AI Agents
Autonomous systems capable of reasoning, planning and taking action.
Exploring ideas, technologies and systems that will shape the future.

Technologies and systems I believe will shape the future.
Autonomous systems capable of reasoning, planning and taking action.
Intelligent machines operating in physical environments.
Natural, voice-first and context-aware interactions.
Systems, platforms and architectures for AI-native products.
How organizations store, retrieve and leverage intelligence.
Concepts and prototypes currently being tested.
Voice AI that answers calls, qualifies leads and books appointments.
Internal AI trained on company knowledge, SOPs and documentation.
Specialized AI agents collaborating on complex workflows.
Systems that monitor operations and recommend actions.
Connecting AI software with physical machines and environments.
Technologies I actively use, study and evaluate.
Advanced reasoning and long-context intelligence.
Daily UseAI-powered software engineering and code generation.
Daily UseAutomation infrastructure and workflow orchestration.
Daily UseModern backend and database platform.
Daily UseMultimodal reasoning and large-scale AI research.
ResearchVoice synthesis and conversational interfaces.
TestingOpen-source reasoning and coding models.
EvaluatingRepositories, pull request workflows and collaborative development.
Daily UseDeployments, preview environments and production infrastructure for websites.
Daily UseSecurity, DNS, edge infrastructure and traffic control.
UsingFast inference for LLM workflows and prototypes.
EvaluatingEuropean models for text, agents and business workflows.
ResearchAI coding environment for rapid prototyping and refactoring.
UsingAgentic development environment and autonomous coding experiments.
TestingI research technologies, build prototypes and test systems to understand what creates real-world leverage.
About the approach
Let’s discuss the idea, test the hypothesis and define the next practical step.