Why are we still here? Is it just to suffer? So much went wrong making this set that I've decided to abandon my worldly possessions and go live in a Tibetan monastery.
Behind the Scenes: Why Things Have Been Quiet (A 3-Week War Report)
Hey everyone. I owe you an update on what's been going on behind the curtain. Short version: I've spent the better part of three weeks fighting my own tools instead of making images. Here's the full story, translated into normal human words.
Some Quick Context
For those who don't know the details of how the sausage gets made: I don't generate images one at a time by typing a description and hitting "go." I've built a whole automated production system; think of it like a factory assembly line. Images get generated, then automatically run through about 11 different cleanup and enhancement stages before they come out the other side looking polished. Most of this runs unattended while I'm at work or asleep. When it's working, it's a beautiful thing.
When it's not working, it's three weeks of me yelling at my computer.
Week 1: The Hardware Meltdown (Early February)
The computer started crashing during overnight runs.
I recently upgraded my CPU and motherboard. Normal PC stuff. What wasn't normal was that my system started losing its mind during long generation sessions. It could run for 10 hours fine, but anything past that and the screen would go black. Computer still running, fans still spinning, but no picture. Just vibes.
Turns out it was a perfect storm of three things happening at once: a privacy tool I use to stop Windows from spying on me was accidentally causing memory to leak over time, one of my hard drives was physically dying, and the graphics card driver would eventually choke under the accumulated pressure. I built a custom tool to periodically flush the system's memory during generation, which stabilized things. Crisis managed.
Week 2: The Update From Hell (Feb 11-17)
This is where things got really fun.
I updated my software. Everything broke.
I wanted to experiment with a new video generation model, which required updating ComfyUI (the software I use to build my generation pipeline). I hadn't updated in months because, and this is important; everything was working and I knew better than to touch it. But I needed the update, so I pulled the trigger.
Immediately, half of my tools stopped loading because they were installed "the old way" and the software now wanted them installed "the new way." One critical tool needed a module that didn't exist yet because my version was too old to have it, but updating was blocked by file conflicts. Classic.
I nuked everything and did a fresh install. This actually fixed most of the accumulated jank that had been building up for months. Silver lining.
But then the dominoes started falling:
My text-joining tool broke. The update changed how it handles empty values. Before, "nothing" was treated as blank text. Now, "nothing" was being treated as a completely different type of data, like trying to glue a box to a word. Crash.
My image analysis AI broke. A library it depends on updated and removed a feature it needed. Had to pin it to an older version, which then threatened to break other things.
A security change in the AI framework broke my object detector. The tool I use to find faces in images refused to load its own model files because a new security policy decided they weren't trustworthy enough. The model files haven't changed. The tool hasn't changed. The rules just changed.
My best auto-detailing tool got deprecated. This one hurt. I had a system where an AI would look at a section of an image, describe what it sees, and then use that description to generate a targeted fix. Completely automatic. The model that made this possible (SAM2) was declared deprecated. The replacement options? The same 16 detection models from two years ago. It's like being told your power drill is discontinued and here's a hand crank.
After a week of fighting, I got my first image out of the main workflow. One image. One week. Usually that pipeline does hundreds overnight.
Week 2.5: The Three-Python Mystery (Feb 18)
I found a replacement for the deprecated tool; SAM3, a newer and arguably better model. Installing it should have been straightforward. It was not.
The node needed a specific library. I installed it. The node still couldn't find it. I installed it again, differently. Still nothing. I installed it a third time into a different Python installation. Nothing.
Turns out my system had three separate Python installations hiding in different folders, and nobody told me which one the software was actually using. I'd been installing the library into the wrong Pythons the entire time. The real one was buried in a hidden folder that none of the documentation mentioned.
Once I found it and installed the library in the right place, everything worked instantly. Multiple hours of troubleshooting, solved by one command in the right folder.
I ordered pizza to celebrate. I'm not joking.
Week 3: Rebuilding and New Problems (Feb 19-25)
With SAM3 working, I had to rebuild parts of my pipeline. This introduced a new crop of issues:
The new face-fixing tool conflicted with a setting I need. I run a special number format (BFloat16) because it improves image quality. But the old face-detection model can't handle that format and crashes. I couldn't just turn it off because the new SAM3 model needs it. Solution: I ripped out the old face fixer entirely and rebuilt it from scratch using a simpler approach. This took a couple of days.
SAM3 crashes when it finds nothing. If the detector scans an image and there's nothing to detect, instead of saying "all clear" and moving on, it throws an error and stops the entire batch. One bad image kills a run of hundreds. I built a failsafe system with fallback logic; if nothing is detected, the pipeline pretends to process it harmlessly and moves on.
A turned-off node refused to stay turned off. A timer node that I had disabled was complaining about a missing connection that it didn't even need because it was disabled. It was blocking the entire workflow from running. I deleted it.
Color correction was producing alien artifacts. My pipeline runs images through multiple enhancement passes, and each one slightly shifts the colors. I use a color-matching system to pull them back, but it was producing weird bright cyan and magenta splotches in areas that should have been white. Traced it to a missing conversion step in a third-party tool.
A key process is stuck running on the wrong hardware. One of my tools (an auto-tagger that describes image sections) is supposed to run on the graphics card but can't, because the software library it uses hasn't been updated for my graphics card's software version yet. So it runs on the CPU instead, which generates way more heat and forced me to add 10-second cooling pauses between every generation. Just waiting on the developers for this one.
Where Things Stand Now
The pipeline is back up and running. Most of the damage has been repaired, some things have actually been improved in the process, and I've got a few new tools that should improve quality going forward. But it's been a brutal few weeks of fighting software instead of making content.
The frustrating part about this kind of work is that none of it is visible. I can't show you "here's the error message I fixed" as content. It's all infrastructure; plumbing that has to work so the actual creative stuff can happen on top of it.
New content is coming. Thanks for sticking around while I raged against the machine.
- Derrick
I work 56 hours a week now. Which also doesn't help.
Psyche. The real link is at the top of the page. I accidentally made the bad version of the set free access, so I decided to make the good version free so I can at least prove that I'm not usually that bad. Still need to pay for the zip file though.