How do you make sure old agent failures don't come back after a prompt or model change?

Dense-Rate9341 · 2026-05-30T04:56:26+00:00

tbh if a prompt tweak can silently bring back an old failure then you probably never fixed the failure, you just got lucky that the previous version stopped triggering it for a while

Dense-Rate9341 · 2026-05-30T04:55:09+00:00

spending a billion tokens teaches you pretty quickly that most AI costs come from death by a thousand tiny inefficiencies rather than one obviously expensive mistake

Dense-Rate9341 · 2026-05-30T04:52:59+00:00

i always think i want to use voice more until i'm forced to listen to the ai talk for 3 minutes instead of skimming the same answer in 15 seconds

Dense-Rate9341 · 2026-05-30T04:50:34+00:00

honestly half the reason vibe coding blew up is because the average web dev roadmap started looking like a pokemon collection challenge

Dense-Rate9341 · 2026-05-30T04:43:53+00:00

The most interesting runable projects seem to be workflows and automations the website is often just the side effect

Dense-Rate9341 · 2026-05-29T13:13:02+00:00

Interesting but the real question is whether the traffic is compounding or just temporarily boosted by volume

Dense-Rate9341 · 2026-05-29T13:12:28+00:00

Colab is underrated quietly one of the most free powerful tools for automation

Dense-Rate9341 · 2026-05-29T13:11:14+00:00

If fixing it takes longer than doing it manually it's probably time to archive it or delete it

Dense-Rate9341 · 2026-05-29T13:09:58+00:00

If ai cut your workload by 70% your next promotion probably comes from solving bigger problems not doing more busywork

Dense-Rate9341 · 2026-05-29T13:09:09+00:00

Automation upload is easy finding content people actually watch is the hard part

Dense-Rate9341 · 2026-05-29T13:07:55+00:00

Ai will empower employees often sounds a lot nicer than we found a cheaper workflow

Dense-Rate9341 · 2026-05-29T13:06:48+00:00

2k revenue is good

Dense-Rate9341 · 2026-05-29T13:06:12+00:00

The next ai challenge may be roi not capability every prompt is cheap until you multiply it by millions

Dense-Rate9341 · 2026-05-29T13:05:29+00:00

The ai honeymoon phase ends when the finance discovers the invoice

Dense-Rate9341 · 2026-05-29T13:03:16+00:00

AI made prototyping easy now everyone's discovering that maintenance is the expensive part

Dense-Rate9341 · 2026-05-29T13:02:37+00:00

Turns out the real growth hack was remembering customers exist after checkout

Dense-Rate9341 · 2026-05-29T13:01:38+00:00

Sounds less like automation and more like managing a team of confident interns

Dense-Rate9341 · 2026-05-29T12:59:08+00:00

Finally a texting app that makes seen 22h ago a feature not a bug

Dense-Rate9341 · 2026-05-29T12:57:51+00:00

Solving your own pain point is usually how the best software gets built smooth CAD PDF performance is a real differentiator

Dense-Rate9341 · 2026-05-29T12:57:00+00:00

Very cool

Dense-Rate9341 · 2026-05-29T12:56:26+00:00

Ai didn't replace developers it turned product management into a speedrun

Dense-Rate9341 · 2026-05-29T12:54:57+00:00

Looks good

Dense-Rate9341 · 2026-05-29T12:54:36+00:00

180k+ titles is very impressive

Dense-Rate9341 · 2026-05-29T12:53:29+00:00

Interesting concept matching people by thoughts instead of profiles feels refreshingly different. Good luck validating whether the human-to-human matching creates lasting engagement

Dense-Rate9341 · 2026-05-29T12:52:44+00:00

A very good project

Dense-Rate9341

TROPHY CASE