Alright, let’s talk about getting the stats off this ‘Austin Box’ thing I was messing with recently.
So, I had this box, right? Supposedly doing all sorts of clever stuff. But you never really know until you look under the hood. I needed to see the actual numbers, the real performance stats, not just what the sales pitch said. Figured I’d spend an afternoon digging into it.
Getting Started
First thing, I had to actually connect to the darn thing. It wasn’t exactly plug-and-play. Spent a good chunk of time just figuring out the right cable and port combo. Found some old notes I scribbled down last time I touched something similar, which kinda helped.
Once I was in, the next hurdle was finding where it even kept its statistics. There wasn’t a nice dashboard or anything. Just a bunch of cryptic directories. I started poking around, using basic commands like ls and cd, just exploring. Felt like feeling around in the dark for a light switch.
Dealing with the Data
Eventually, I stumbled upon some log files. Raw text, mostly. Looked like system outputs dumped straight into files. No nice formatting, no labels, just streams of numbers and timestamps. Classic.
- I grabbed those files. Had to use scp or something similar to pull them onto my own machine where I could actually work with them.
- Then came the fun part: trying to make sense of the mess. I opened one file up. It was just… numbers. Lots of them.
- Figured I’d need a script. Cobbled together a quick Python script. Nothing fancy, just enough to read the lines, split them up based on spaces or commas (it wasn’t even consistent!), and try to pick out the bits that looked like performance metrics – CPU load, memory usage, maybe network activity.
- It took a few tries. The script kept crashing because the format would suddenly change halfway through a file. Had to add a bunch of checks to handle errors and skip weird lines.
Making Sense of It
After wrestling with the script, I finally got it spitting out something usable. Just simple comma-separated values. I dumped that clean-ish data into a spreadsheet. LibreOffice Calc, nothing high-tech.

Then I started making some basic charts. Line graphs mostly. Plotting CPU over time, memory over time. Just trying to visualize what was going on.
And that’s when I saw it. There were these weird, regular spikes in activity. Didn’t match up with what I thought the box was supposed to be doing. Took some more digging, comparing timestamps with other system logs.
The Outcome
Turns out, there was some background process running – something undocumented, naturally – that was hogging resources every hour. Not critical, but definitely explained some occasional sluggishness users had mentioned.
So, yeah. Spent an afternoon, fought with connections, raw logs, wrote a throwaway script, and ended up finding something useful. It wasn’t rocket science, just methodical poking and prodding. You really can’t trust the brochures; gotta get your hands dirty and check the stats yourself sometimes. That’s the only way to know what’s actually happening inside the box.