PC_Workman / blog
Wednesday Code Autopsy · #7

My AI Forgets You on Purpose

While the conversation forgets you, the system never does. Context beats history.

By Marcin Firmuga·2026-05-06·2 min read·Wednesday Code Autopsy #7

Most AIs remember everything. Mine forgets you on purpose — and that's exactly why it feels real.

Most assistants are digital hoarders. They store every message, build profiles, accumulate context like it's treasure. I went the opposite way: hck_GPT has almost no memory.

The entire conversation lives in a simple Python dict and dies the moment you close the app. No database. No long-term storage. At first it sounds like a bug. It turned out to be one of the best decisions I made — because while the conversation forgets you, the system never does.

Every response is rebuilt from fresh, live data

So instead of a generic "CPU is at 67%," you get:

CPU is at 67% - that's 39% above your normal for this hour.
Chrome is the main suspect again.

Context beats history. I didn't want an AI that remembers what you said last week. I wanted one that understands what's happening to your PC right now. That small shift changed everything.

As hck_GPT grows more queries and functions, there will come a point where stability and memory need real time invested — the perfect moment to stop and do the work that takes it out of Alpha.

Forgetting on purpose — bug or feature?

BuildInPublicAIPythonDesign
This is the project behind the post. PC Workman is a free, open-source Windows system monitor with an offline AI assistant - everything described here is real, shipped code. Download it or read the source.
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Marcin Firmuga

Solo developer · HCK_Labs · building PC Workman in public

Every edition is written from that week's real commits. Newest posts premiere on LinkedIn - the archive lives here. More about me: my story.