Is Your AI Budget Too High?

Let us help you spend it 😉

AI is everywhere these days.

If you work in software, you’ve probably been asked what your AI strategy is.

Or worse — told what it should be… by someone who doesn’t know what a compiler does.

The result?

AI budgets are blooming like Japanese knotweed.

Meanwhile, actual improvements to engineering productivity remain… elusive.

AI meets real engineering

Much of today’s AI tooling in software development is impressive — until you ask it to do something genuinely hard.

AI is brilliant at:

• Suggesting things you already knew
• Explaining the obvious in a more verbose way
• Making confident guesses that are ever so slightly wrong

What it can’t do is debug a thorny, intermittent fault buried in a million-line C++ codebase maintained by four different teams over 12 years. At least, not without help.

That’s where we come in.

Undo makes recordings of your program’s actual execution — every line, every thread, every change in state — and lets you replay it like a black box flight recorder.

Now, we’re feeding that data to AI.

Time travel for debuggers and other intelligent lifeforms

With Undo, your engineers already get to “rewind” and “fast-forward” through the exact behavior of their programs to find the root cause of bugs.

Now, with our AI integration, the machine can help too.

How?

• It reads real execution history – not just logs or guesses.
• It explains what happened and why in natural language.
• It highlights suspicious states, summarizes complex call paths, and yes, even suggests fixes.

Think of it as giving your AI an actual memory, not just a hunch.

Justifying Undo on the AI budget (without blushing)

Here’s the good news: we tick all the right boxes.

• Developers love us.
• Managers understand us.
• Procurement hears “AI-enabled” and relaxes.
• And, crucially, it actually works.

If you need to show you’re spending your AI budget wisely, few things say “innovation” like letting your software replay itself, and then explain itself.

Especially when one of the world’s leading AI labs literally gasped when we showed them Undo.

Final thoughts (before your CFO asks for a slide deck)

If you’ve got money set aside for AI, don’t waste it on novelty or noise.

Spend it on something your team will thank you for.

Undo: Time travel debugging, now with AI support.

For when your software breaks and you’d rather not guess why.