Trading bot marketing tends to describe the strategy and skip the plumbing — as if the code that actually places the orders, tracks the positions, and computes the numbers on the results page never has bugs. It always does. The only real choice is whether you find out about them.

We keep a public engineering log of real bugs found in our own trading bot fleet — what broke, how we found it, and what the actual fix was. Not a highlight reel of clever features. Bugs. Here's why that's the right trade, and a few real examples of what it looks like in practice.

The case for showing the failures

A trading bot's code has three jobs: decide what to trade, execute it correctly, and report the result accurately. Most public attention goes to the first job — the strategy — because it's the interesting part. But the second and third jobs are where real, silent damage happens: a position that doesn't get logged correctly, a stop-loss that doesn't actually reach the broker, a dashboard number computed from stale data. None of these are strategy failures. All of them can make a perfectly good strategy look better or worse than it actually is.

If a site only ever shows you clean, successful-looking numbers, you have no way to tell whether that's because nothing ever goes wrong, or because you're only being shown the version where nothing went wrong. Those look identical from the outside. A public bug log is the only way to actually tell them apart.

Real examples from our own log

A position tracker that quietly stopped updating
One bot's trade log stopped registering completed trades for weeks after an edge case in how partial exits were tracked — the bot kept trading correctly the entire time, but the reporting layer silently fell behind. Found, root-caused, and fixed; the backlog was recovered rather than hidden.
A missing browser dependency that broke every card and clip
Our automated pipeline that publishes closed-trade summaries depends on a headless browser component that went missing from the server — for hours, every attempt failed silently in the background before anyone noticed real trades weren't being published.
A hosting-settings change that silently broke site updates for two days
An unrelated fix on our hosting provider caused an out-of-band change to our site's code repository. Our own publishing scripts weren't built to expect that, and every scheduled update failed quietly for about two days before it was caught.
None of these bugs changed a single actual trade decision. Every one was in the reporting, publishing, or infrastructure layer — which is exactly why they're easy for a company to quietly fix and never mention. We mention them anyway.

What transparency doesn't mean

Publishing our bugs doesn't mean our strategies are proven profitable — see our honest performance numbers for where that actually stands. It doesn't mean every possible failure has already been found; new ones surface regularly, and we log those too, as they happen. What it does mean is that when something breaks, you'll be able to read exactly what it was and how it got fixed, instead of just noticing that a number on a dashboard quietly looks different than it used to.

Why this is rare

There's a real, understandable reason most trading bot companies don't do this: publishing your own bugs is a genuine trust risk if the goal is to look flawless. We think it's the opposite trade in practice — a site that visibly never has problems is either lying or hasn't looked hard enough, and neither is a reason to trust its performance numbers more.