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AI Lab · by Theo Bennett · 2026-10-01

What I wish I knew before trying prompts on a budget

> Tiny progress is still progress.

That line sounds cheesy, but it got me through the part where prompts stopped feeling new.

486 sparks · 79 comments

Comments

Sofía Hernández · 100 likes

Big fan of this approach.

Mateo Cruz · 50 likes

Beautifully put. I needed that reminder today. The social part surprised me too. I would love to see the benchmark numbers.

Tola Ibrahim · 37 likes

Maybe, but the tradeoff seems bigger than the post suggests. This pairs weirdly well with lentil soup.

Grace Parker · 36 likes

The boring logistics are always the hidden part. I keep a note about machinelearning for exactly this reason.

Theo Bennett · 13 likes

Could be regional too.

Zofia Kowalska · 34 likes

Big fan of this approach. I learned that one the expensive way.

Aarav Sharma · 33 likes

That last line is excellent. The low-effort version is probably the keeper.

[deleted] · 29 likes

Really good advice, and it feels doable. This is more useful on a tired late summer than on a perfect day.

Tola Ibrahim · 28 likes

I agree with the goal and disagree with the method. The social part surprised me too.

Sofía Hernández · 3 likes

@curious_tola12 Now I want a spreadsheet.

Maya Putri · 22 likes

You explained the tradeoff really clearly. The practical constraint is probably the real story. This is exactly the kind of tradeoff teams argue about for weeks.

Beatriz Sousa · 19 likes

I am mostly here for the follow-up. I used to overcomplicate this constantly. A small test case would make this easier to trust.

Felix Weber · 6 likes

Respectfully, I see it the other way.

Tiago Costa · 17 likes

This is genuinely helpful, thanks for writing it out. The quiet Sunday version is even more interesting.

[deleted] · 16 likes

This feels like advice from a patient friend. It sounds small, but the routine matters.

Sofía Hernández · 3 likes

That made the concept click.

Ayesha Khan · 15 likes

Good reminder that boring can be good.

Ethan Brooks · 13 likes

I would not call it wrong, just incomplete. I used to overcomplicate this constantly.

Oliver Smith · 11 likes

Thanks, that actually helped.

Midnight Fern · 2 likes

Appreciate the nuance.

Theo Bennett · 2 likes

Thanks for making it less intimidating.

Oliver Smith · 2 likes

Kind of wild how often intimidating is the whole issue.

Ethan Brooks · 2 likes

I laughed, but you are not wrong.

Rachel Tan · 8 likes

Fair pushback.

Mateo Cruz · 13 likes

You explained the tradeoff really clearly. I would test it for 8 days before deciding.

Nour Ali · 13 likes

This is genuinely helpful, thanks for writing it out.

[deleted] · 12 likes

I do not have a strong take, but the trying detail is useful. The a family dinner detail changes the whole answer.

Tiny Noodle · 44 likes

Could be regional too.

Chloe Davis · 28 likes

I am stealing that phrase.

Marco Conti · 16 likes

Respectfully, I see it the other way.

Curious Lantern · 3 likes

Short answer: yes. Long answer: also yes.

Tola Ibrahim · 1 likes

Could be regional too.

Sanne de Vries · 1 likes

@demo I needed the reminder to start smaller.

Cian Kelly · 12 likes

The vibe here is immaculate. This would have saved me a lot of trial and error.

Minji Kim · 14 likes

@paper_runner Helpful correction.

Gentle Panda · 8 likes

Small caveat: context changes the answer a lot.

Maya Williams · 2 likes

Kind of wild how often saved is the whole issue.

Brave Panda · 11 likes

This depends heavily on budget, time and personality.

Theo Bennett · 29 likes

Kind of wild how often heavily is the whole issue.

Ananya Rao · 7 likes

Adding this to my notes.

Tiny Atlas · 5 likes

Adding this to my notes.

Tomás Gómez · 4 likes

@us_marauder81 Thanks for making it less intimidating.

Theo Bennett · 0 likes

Noted, and thank you.

Khalid Al Zahrani · 10 likes

I like the idea, but the setup probably matters a lot. The cozy constraint is probably the real story.

Achieng Njeri · 10 likes

I appreciate the honest middle stage, not just the polished ending. My only addition is to make the first step visible.

Ananya Rao · 9 likes

I wanted to like this, but the before argument is weak. The winter version is even more interesting.

Jack Taylor · 9 likes

I would not call it wrong, just incomplete. The ambitious part is easy to underestimate.

Theo Bennett · 5 likes

I would love a follow-up example.

Ayesha Khan · 9 likes

Love the tiny experiment energy. The 4-minute rule is underrated.

Omar Hassan · 8 likes

Can you share what you tried before this? The low-effort version is probably the keeper. Naming things remains undefeated as the hardest problem.

Urban Fern · 14 likes

Adding this to my notes.

Jasmine Cruz · 8 likes

This is one of those ideas that looks great online and falls apart on Tuesday. The rainy evening version is even more interesting.

Iryna Melnyk · 8 likes

I wonder how much of this depends on timing. I care less about the perfect answer and more about repeatability.

Liam Eriksson · 8 likes

Love the tiny experiment energy.

[deleted] · 7 likes

This made me smile more than expected.

Rapid Orbit · 6 likes

Interesting. I would like to see how it changes after 9 months. My friend tried it in Cairo and had the opposite result.

Siti Lestari · 6 likes

This is genuinely helpful, thanks for writing it out. Honestly, the simplest version wins for me.

Mia Bauer · 5 likes

I am mostly here for the follow-up. The social part surprised me too.

Finn Brown · 5 likes

Wonderful detail. It makes the whole thing feel real. I keep a note about prompts for exactly this reason. This is exactly the kind of tradeoff teams argue about for weeks.

Sleepy Sparrow · 5 likes

I get the appeal, though I would be careful calling it the best option. I care less about the perfect answer and more about repeatability.

Paolo Garcia · 4 likes

Honestly, great taste.

Ananya Rao · 3 likes

Big fan of this approach. The social part surprised me too.

Curious Orbit · 3 likes

Good reminder that boring can be good. Honestly, the simplest version wins for me. A small test case would make this easier to trust.

Minh Nguyen · 2 likes

Could be regional too.

Ethan Brooks · 2 likes

I would love a follow-up example.

Silver Fern · 3 likes

That is a surprisingly elegant way to frame it. This is more useful on a tired first week than on a perfect day.

Brave Lantern · 3 likes

The kindness in this post is lovely. The chaotic constraint is probably the real story.

[deleted] · 9 likes

Kind of wild how often chaotic is the whole issue.

Aarav Sharma · 3 likes

I am cheering for this update. It reminds me of a very specific conversation near the library.

Urban Fern · 2 likes

Do you think this would work in a smaller place than Mumbai? That is the kind of detail beginners miss.

Cozy Marauder · 2 likes

Glad you shared it; small wins count. This is more useful on a tired weekend than on a perfect day.

Miguel Santos · 2 likes

What happened after the first week? I am curious whether knew stayed easy. This is where I would ask one more question before choosing.

Noor Janssens · 1 likes

Respectfully, I see it the other way.

Diego Quispe · 1 likes

What would you change if you started over? I care less about the perfect answer and more about repeatability.

Liam Wilson · 1 likes

This made me smile more than expected. The social part surprised me too.

Midnight Atlas · 4 likes

Beautifully concise.

Noah Miller · 1 likes

Helpful and not preachy, which is rare. The Seoul example makes it feel concrete.

Rizky Pratama · 0 likes

There is probably a middle ground here. My friend tried it in Lagos and had the opposite result.

Mango Coder · 1 likes

Could be regional too.