PC_Workman / blog
Wednesday Code Autopsy · #5

The Trick Is Knowing When NOT to Flush RAM

The real trick isn't the flush. It's the decision when NOT to run it.

By Marcin Firmuga·2026-04-22·2 min read·Wednesday Code Autopsy #5

Your RAM hits 75%. Most apps panic. I wait 30 seconds — just to make sure it's not a game loading screen. Then I free ~500 MB in under a second.

Windows is actually too good at caching. It keeps data in RAM, which is great… until your system starts stuttering because cached junk is eating everything. And it's real: the system file cache can grow until it consumes most of your RAM, pushing everything else out and killing performance.

So I built my first real optimization function in PC Workman. Not aggressive. Not spammy. Just… smart.

How it works

When it triggers, it hits three layers at once:

Result: ~300–900 MB freed, in ~0.8 seconds, with no user interaction.

The real trick isn't the flush. It's the decision when NOT to run it. RAM spikes are normal — games, browsers, even Windows preloading on purpose. So instead of reacting instantly, I built a system that waits, observes, and only acts when the problem is real.

That was the moment PC Workman stopped being a tool… and started acting like a system.

buildinpublicAIwindowspython
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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MF

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.