Treating an LLM More Like a Human Produced Better Results
An agent's experience and a project's accumulated knowledge are not the same thing. Treating them as separate scopes changed how my agents work.
00 / Introduction
Software developer
Open-source builder
Curious about how things work
Currently building Prokop and writing about AI agents, TypeScript, software ownership, open source, and shipping ambitious systems alone.
Daniel Bilek
Prague, Czech Republic
2026
01 / Selected
AI gives us access to more knowledge and capability than ever. That does not mean we will understand more, think better, or remain in control.
02 / Dispatches
An agent's experience and a project's accumulated knowledge are not the same thing. Treating them as separate scopes changed how my agents work.
AI gives us access to more knowledge and capability than ever. That does not mean we will understand more, think better, or remain in control.
04 / Current work
● Active development
Open-source agentic coding workspace for persistent agents, parallel sessions, and inspectable context across projects.
Project details05 / Contact
Freelance development, collaboration, speaking, podcasts, technical conversations, or a concrete disagreement.
Get in touch