Earlier quoted context omitted.
[flagged]
Just as bad as the technical debt is the cognitive debt in your codebase. When something breaks, your only recourse is to ask the AI how to fix it, since it wrote it and you did not have time to review all of its code. Except now the code base is so large it won’t fit into the context window, and the AI can’t help you, and…you’re screwed.
Ask HN: What was your "oh shit" moment with GenAI?
271–280 of 1001 posts
Re: Ask HN: What was your "oh shit" moment with GenAI?
#272My furnace went out during the 2025 holiday and I couldn't get an appointment with a repair person for 2 days. It was getting very cold in my house so I went into my attic and made several videos of the furnace attempting to start and gave it to gemini. It diagnosed the issue immediately and had me spin one of the components (a small exhaust fan) while the furnace tried to fire. It came on immediately. I had to do th…
Kind of a superpower to turn anyone with a bit of tech inclination and problem solving skills into an HVAC tech - not a very good one, but one with enough motivation to get the results you need
Re: Ask HN: What was your "oh shit" moment with GenAI?
#273Now it sits in a slack channel, and I watch it doing work, responding to ambiguity, and taking feedback/edits all day. It's unreal. It's literal magic. It saves a HUGE amount of time and gave us a pattern to do more.
This is the real deal. It's not easy to find problems with the right shape, and it's not easy to build agents that fit even when you do... but once it clicks, it clicks.
Re: Ask HN: What was your "oh shit" moment with GenAI?
#274Re: Ask HN: What was your "oh shit" moment with GenAI?
#275I won’t deny they are useful tools, but the hyperbole from the tech CEOs about them replacing all white collar workers in 12-18 months set the expectation so high that I’m still in the “fancy auto-complete” camp. It still feels nowhere close to replacing anyone, at least where I work. While useful, they haven’t been anywhere close to as useful as promised. Hallucinations and poor guidance are still a regular day-to-d…
Re: Ask HN: What was your "oh shit" moment with GenAI?
#276I configured a devcontainer with the old codebase and an empty repository and asked Claude to rewrite it as an old school server side rendered Django app.
Went to sleep. When I woke up it was 80% done. Spent another couple days prompting and reviewing and reached feature parity.
A bit later did the same with the other app.
Now both are deployed, reduced the server costs, complexity, and are orders of magnitude faster.
Without AI agents we wouldn't be able to do so (as usually is the case with tech debt).
AI is amazing for small organisations!
Re: Ask HN: What was your "oh shit" moment with GenAI?
#277Re: Ask HN: What was your "oh shit" moment with GenAI?
#278"We're traveling to Tokyo on our way home from China. We'd like to plan a trip accessible by train that hits some beaches, some hot springs, and allows me to get the 4th does of a rabies vaccine sequence (the first three shots were rabvac)"
You can't just leave that hanging out there unexplained.
Re: Ask HN: What was your "oh shit" moment with GenAI?
#279IIUC, it took Rust ~8.5 before it hit v1, and it STILL had some memory safety issues in stdlib until almost ~14 years into development, to put it into perspective how massive the scope was.
Somewhat predictably, the LLM generated a pile of garbage. It sort-of worked after 2-3 months. It was competitive with Rust and Go on concurrent tasks, with ~30% less code than Rust and ~70% less code than Go. The problem was, it was still riddled with bugs.
For the last 3 months, I wanted to see - if I put in minimal effort (except in helping it design the right tools to un-slop itself)... can it?
And I think it's actually quite close to un-slopping itself and arriving at a correct design.
Time will tell, but it hasn't stumbled across a memory safety issue in ~4 weeks, and there's ~5500 memory safety fuzz tests, 4 different suites of testing that each target between ~60-90% of line/branch coverage - with combined ~99% line coverage and ~85% branch coverage, and it's performing competitively or better than Rust and Go on almost all concurrent tasks, including adversarial ones / p99.9 latency issues.
There is ZERO chance I could ever build this on my own. Not even in 10 years.
The total cost has been ~6-7 months of a ~$200/mo LLM subscription.
It doesn't really matter to me that this is a solved problem, and the LLM could theoretically just copy and paste Rust and build it slightly different. The design is as similar as it can be where memory safety matters, but it needed to be quite different for >50% of the compiler, and it needed to build a version of Go's runtime with Finite State Machines like Tokio in Zig for the language to use...
We shall see. It may never get it actually working, but it got it WAY closer than I ever could.
Re: Ask HN: What was your "oh shit" moment with GenAI?
#280Earlier quoted context omitted.
I think all those Steve Spielbergs hiding among the 8 billion - without connections and without hollywood names, having their day without getting filtered out by investor gremiums playing it safe - will produce enough material to be happy cineast for life.
How will anyone find them, though, if there's so much slop that people stop looking?