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AI Lab · by Benjamín Rojas · 2026-09-07

I tried doing tools the boring way and it worked before coffee

> Tiny progress is still progress.

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

Context: I am not an expert, just someone trying to make AI Lab feel less intimidating. I wrote down what worked, what felt awkward, and what I would do differently next time.

I had a disappointing first try, a surprisingly good second try, and then a third attempt that taught me humility. So, naturally, I now have opinions.

I had a disappointing first try, a surprisingly good second try, and then a third attempt that taught me humility. So, naturally, I now have opinions

182 sparks · 82 comments

Comments

Paper Orbit · 65 likes

I love this. It feels practical without pretending life is neat. I learned that one the expensive way

Elif Yılmaz · 58 likes

Can you share what you tried before this? I would test it for 2 days before deciding

Nour Ali · 260 likes

@dev_elif That is a much better way to say it

Quiet Panda · 7 likes

I had the same reaction to elif

Noah Miller · 5 likes

I think both things can be true

Mia Anderson · 0 likes

adding this to my notes

Benjamín Rojas · 0 likes

my wallet felt that

Danylo Kovalenko · 24 likes

Respectfully, I see it the other way

Mateo Cruz · 8 likes

I am stealing that phrase

Nour Ali · 7 likes

fair pushback

Aisha Jacobs · 5 likes

I had the same reaction to deciding

Sara Ahmed · 40 likes

I appreciate the honest middle stage, not just the polished ending. I would write it down before changing anything else. I would love to see the benchmark numbers

Sara Hosseini · 21 likes

really good advice, and it feels doable. The quiet constraint is probably the real story

Bilal Raza · 18 likes

I like the idea, but the setup probly matters a lot. I would test it for 5 days before deciding

Sleepy Lantern · 25 likes

That is a good boundary

Benjamín Rojas · 1 likes

anecdote beats theory here

Rafael Almeida · 1 likes

that is fair, but I still worry about maintenance

Noor Janssens · 1 likes

This is the gentle version of my rant

Rohan Mehta · 18 likes

Fair point, but I had the opposite experience. This is more useful on a tired lunch break than on a perfect day. A small test case would make this easier to trust

Mina Chowdhury · 2 likes

I like this more then the top-level advice

Aisha Rahman · 15 likes

could be regional too

Tanvir Rahman · 12 likes

this is useful for some cases, but terrible advice if the stakes are high. I used to overcomplicate this constantly

Maya Putri · 12 likes

I am mostly here for the follow-up. I learned that one the expensive way

Minh Nguyen · 11 likes

I like the idea, but the setup probably matters a lot. I would test it for 2 days before deciding

Giulia Rossi · 10 likes

I think this advice is overrated

Rohan Mehta · 10 likes

Do you think this would work in a smaller place than Manila? My only addition is to make the first step visible. Naming things remains undefeated as the hardest problem

Aisha Jacobs · 9 likes

amazing how much difference one small change can make. It sounds small, but the playlist matters

Cedar Sparrow · 0 likes

Small caveat: context changes the answer a lot

Tiny Fern · 9 likes

This sounds sensible, though I would need to test it myself. That is where the boring checklist helps

Mina Chowdhury · 1 likes

I laughed, but you are not wrong

Iryna Melnyk · 9 likes

that last line is excellent. The Manila example makes it feel concrete

Marco Conti · 7 likes

Do you think this would work in a smaller place than Lisbon? The 6-minute rule is underrated. A small test case would make this easier to trust

Haruto Sato · 2 likes

my wallet felt that

Benjamín Rojas · 9 likes

This comment has main-character footnote energy

Tanvir Rahman · 1 likes

@curious_marco That sounds great until you add children/pets/deadlines

Jasmine Cruz · 7 likes

wonderful detail. It makes the whole thing feel real. The gentle constraint is probably the real story. A small test case would make this easier to trust

Ngozi Bello · 6 likes

Love the tiny experiment energy. A little friction removed goes a long way

Ananya Rao · 6 likes

What happened after the first week? I am curious whether coffee stayed easy. This would have saved me a lot of trial and error

Tanvir Rahman · 6 likes

I disagree a bit. tools matters, but the bigger issue is usually expectations. I keep a note about tools for exactly this reason

Aoi Ito · 5 likes

I love this. It feels practical without pretending life is neat. It reminds me of a very specific conversation near the library. A small test case would make this easier to trust

Angel Reyes · 4 likes

really good advice, and it feels doable. This pairs weirdly well with ramen

Maya Williams · 4 likes

What happened after the first week? I am curious whether doing stayed easy. For me it came down to the practice run

Kabir Khan · 3 likes

that is a good question for people with more experience than me. This pairs weirdly well with bibimbap

Ananya Rao · 3 likes

Maybe, but the tradeoff seems bigger than the post suggests. I keep a note about ethics for exactly this reason

Rapid Sparrow · 3 likes

I think the bad version of this advice causes alot of frustration. That is the kind of detail beginners miss

Piotr Zieliński · 2 likes

the vibe here is immaculate. My friend tried it in Toronto and had the opposite result. The boring solution is probably the reliable one here

Kabir Khan · 25 likes

that is fair, but I still worry about maintenance

Liam Eriksson · 10 likes

Thanks that actually helped

Benjamín Rojas · 5 likes

That sounds great until you add children/pets/deadlines

Nour Ali · 3 likes

Respectfully, I see it the other way

Aisha Jacobs · 2 likes

This is the gentle version of my rant

Ren Suzuki · 1 likes

@piotrmakes That is the part people skip

Gentle Otter · 18 likes

This. Exactly this

Priya Nair · 1 likes

yep, the boring details matter

Paper River · 2 likes

The boring logistics are always the hidden part. My friend tried it in Berlin and had the opposite result. The boring solution is probly the reliable one here

Aarav Sharma · 1 likes

You just saved me a bad purchase

Benjamín Rojas · 1 likes

could be regional too

Camila Soto · 2 likes

I like the idea, but the setup probably matters a lot. My only addition is to make the first step visible

Sara Ahmed · 2 likes

The vibe here is immaculate

Lukas Huber · 2 likes

I agree with the goal and disagree with the method. This is more useful on a tired Monday morning then on a perfect day

Iryna Melnyk · 2 likes

you explained the tradeoff really clearly. I would write it down before changing anything else

Noé Petit · 2 likes

I am skeptical. The idea sounds good, but the maintenance cost is real. I keep a note about machinelearning for exactly this reason

Tanvir Rahman · 2 likes

Honestly, great taste. I would love to see a follow-up after 7 weeks

Rohan Mehta · 11 likes

This is the gentle version of my rant

Yui Tanaka · 5 likes

helpful correction

Haruto Sato · 2 likes

Beautifully concise

Rapid River · 2 likes

Useful intention, poor execution. That is where the boring checklist helps. Naming things remains undefeated as the hardest problem

Benjamín Rojas · 2 likes

This is adorable and oddly motivating. The social part surprised me too

Quiet Runner · 2 likes

You explained the tradeoff really clearly. I noticed the same thing in São Paulo

Ananya Rao · 2 likes

Big fan of this approach. Honestly, the simplest version wins for me

Tola Ibrahim · 2 likes

Excellent timing; I was just thinking about boring. I used to overcomplicate this constantly

Sleepy Lantern · 1 likes

This reminds me of something a friend in Kuala Lumpur mentioned. The social part surprised me too

Amina Okafor · 18 likes

Small caveat: context changes the answer a lot

Cedar Otter · 1 likes

This feels like advice from a patient friend. I learned that one the expensive way

Maya Williams · 1 likes

This is adorable and oddly motivating. I used to overcomplicate this constantly. Good reminder that tools should serve people, not the reverse

Camila Soto · 1 likes

I am saving this for the next time I overthink boring. This is more useful on a tired late summer than on a perfect day

Maja Wiśniewska · 1 likes

This is the kind of useful internet I still show up for. I would write it down before changing anything else

Gentle Noodle · 1 likes

You explained the tradeoff really clearly. It sounds small, but the practice run matters

Sophie Gagnon · 1 likes

I would not call it wrong, just incomplete. This pairs weirdly well with mango sticky rice

Haruto Sato · 1 likes

You explained the tradeoff really clearly. That is where the boring checklist helps. The boring solution is probably the reliable one here

Nour Ali · 7 likes

Now I want a spreadsheet

Mateo Cruz · 0 likes

That is a surprisingly elegant way to frame it. This is more useful on a tired weekend than on a perfect day. This is exactly the kind of tradeoff teams argue about for weeks