What I’m working on

A space for my personal projects, research and articles.

Open-source project · GitHub01

Promptboard

Promptboard is a local-first agentic development environment for building software with AI coding agents.

Agentic AIOpen SourceLocal-first
Oct 2026Author: Patryk Kozak
Tutorial02

Remote Control Layer for AI Coding Agents

How I use Herdr, Tailscale and Termius to organize parallel AI development, keep long-running agent sessions alive, and supervise the whole environment remotely from an iPhone.

Agentic AIHerdrRemote Development
Sept 2026Author: Patryk Kozak
Article03

Secure ML Collaboration: Sharing a Local Nvidia GPU Workstation with Zero Trust

How I used Twingate and Zero Trust Network Access to securely share a Linux GPU machine for a collaborative machine-learning project.

Zero TrustSecure MLGPU Infrastructure
Sept 2026Author: Patryk Kozak
Article04

LLM Burners: Hardwiring AI Models Into Silicon

Modern AI inference has a surprisingly physical bottleneck: moving model weights around is expensive.

AI HardwareLLM InferenceTaalas & AMD
Sept 2026Author: Patryk Kozak
Tutorial06

Use Subscription-Authenticated Cloud LLMs in DeepSeek Harness

Connect an authenticated Codex runtime to DeepSeek Harness through a local OpenAI-compatible proxy—without configuring a separate OpenAI Platform API key.

DeepSeek HarnessCodexCloud LLMs
Aug 2026Author: Patryk Kozak
Article07

The A2A Protocol and the Agent-to-Agent Economy

Following my AI Mesh Networks article, this explores how autonomous agents discover capabilities, establish trust, delegate work, transact and form temporary supply chains.

A2A ProtocolAgent EconomyAgentic Infrastructure
Aug 2026Author: Patryk Kozak
Article08

From Model Intelligence to System Intelligence

How AI Mesh Networks, model and agent routing, A2A and MCP are moving AI architecture from isolated models toward coordinated system intelligence.

AI MeshModel RoutingA2A
Aug 2026Author: Patryk Kozak
Article09

What Is an AI Agent Harness?

A systems-engineering look at the execution and control layer around AI models—and why reliable context, tools, state, verification and security determine whether agents actually work.

AI AgentsHarness EngineeringAgent Architecture
Aug 2026Author: Patryk Kozak

New projects, articles, tutorials & research notebooks on the way