AI Lab · by Miguel Santos · 2026-09-21
My favorite low-effort upgrade for prompts for absolute beginners
678 sparks · 68 comments
AI Lab · by Miguel Santos · 2026-09-21
678 sparks · 68 comments
Camille Dubois · 106 likes
I am skeptical. The idea sounds good, but the maintenance cost is real. It sounds small, but the tiny repair matters
Paolo Garcia · 4 likes
short answer: yes. Long answer: also yes
Curious Panda · 97 likes
I wish more posts had this much context. This pairs weirdly well with arepas. A small test case would make this easier to trust
Rafael Almeida · 49 likes
I am saving this for the next time I overthink prompts. The busy month version is even more interesting
Tanvir Rahman · 46 likes
This feels like advice from a patient friend
Miguel Santos · 12 likes
short answer: yes. Long answer: also yes
Pixel Fern · 41 likes
Big fan of this approach. I am curious whether machinelearning still feels good next month
Diego García · 31 likes
there is probably a middle ground here. That is where the boring checklist helps
Miguel Santos · 24 likes
I was going to disagree, but your second sentence got me
Chloe Davis · 23 likes
I would love a follow-up example
Urban Rider · 3 likes
I was going to disagree, but your second sentence got me
Amelia Hughes · 0 likes
I am stealing that phrase
Narin Chai · 5 likes
yep, the boring details matter
Amelia Hughes · 1 likes
I laughed, but you are not wrong
Miguel Santos · 2 likes
I would love a follow-up example
Iryna Melnyk · 21 likes
anecdote beats theory here
Miguel Santos · 20 likes
could be regional too
Sofía Hernández · 7 likes
I think both things can be true
Grace Parker · 4 likes
I think both things can be true
Diego García · 3 likes
I think both things can be true
Elif Yılmaz · 2 likes
good clarification — I read it differently at first
Miguel Santos · 8 likes
That sounds great until you add children/pets/deadlines
Martina Fernández · 24 likes
This is useful for some cases, but terrible advice if the stakes are high. That is the kind of detail beginners miss
Cedar Mango · 24 likes
I am cheering for this update. The low-effort version is probably the keeper
Miguel Santos · 17 likes
Beautifully concise
Tiago Costa · 10 likes
I am stealing that phrase
Tiny Noodle · 21 likes
That would annoy me more then it helped
Zeynep Demir · 17 likes
that last line is excellent. The São Paulo example makes it feel concrete
Sleepy River · 17 likes
Excellent timing; I was just thinking about favorite. The useful constraint is probably the real story
Noura Alotaibi · 16 likes
useful intention, poor execution. The boring solution is probably the reliable one here
Chloe Davis · 15 likes
I am skeptical. The idea sounds good, but the maintenance cost is real. This pairs weirdly well with tacos
Minji Kim · 26 likes
could be regional too
Aarav Sharma · 4 likes
adding this to my notes
Benjamín Rojas · 4 likes
I laughed, but you are not wrong
Midnight Lantern · 2 likes
Now I want a spreadsheet
Khalid Al Zahrani · 5 likes
Totally agree, especially for beginners
Aoife Murphy · 4 likes
Small caveat: context changes the answer a lot
Valeria López · 3 likes
That is a much better way to say it
Isha Menon · 14 likes
I wish more posts had this much context
Danylo Kovalenko · 14 likes
interesting. I would like to see how it changes after 4 months. That is the kind of detail beginners miss
Pablo Martín · 12 likes
Maybe, but teh tradeoff seems bigger than teh post suggests. The Lisbon example makes it feel concrete
Luca Bianchi · 8 likes
helpful correction
Ren Suzuki · 11 likes
That is a surprisingly elegant way to frame it. I care less about the perfect answer and more about repeatability
Oliver Smith · 10 likes
The upgrade angle is what sold me. I am curious whether ethics still feels good next month. The boring solution is probably the reliable one here
Priya Nair · 9 likes
My version of this was messier but the conclusion was similar. A little friction removed goes a long way
Lucas Silva · 8 likes
great point, especially the part about beginners. The 3-minute rule is underrated. The boring solution is probably the reliable one here
Maya Williams · 8 likes
This reminds me of something a friend in Warsaw mentioned
Maya Williams · 8 likes
love the tiny experiment energy. I would write it down before changing anything else
Tola Ibrahim · 8 likes
My first thought was cost, then time, then whether I would remember to do it. I noticed the same thing in Cairo
Noé Petit · 7 likes
honestly, this is a little too vague to be useful. I am curious whether tools still feels good next month
Mateo Cruz · 5 likes
This made me smile more than expected. A little friction removed goes a long way
Huy Le · 4 likes
What happened after the first week? I am curious whether effort stayed easy. I learned that one the expensive way
Diego Quispe · 4 likes
Love the tiny experiment energy. I would love to see a follow-up after 5 weeks
Isha Menon · 4 likes
I am saving this for the next time I overthink effort. This pairs weirdly well with pierogi
Tiny Noodle · 4 likes
I disagree a bit. absolute matters, but the bigger issue is usually expectations. That is the kind of detail beginners miss. I would love to see the benchmark numbers
Diego Quispe · 4 likes
I like the idea, but the setup probably matters a lot. This pairs weirdly well with lentil soup. Naming things remains undefeated as the hardest problem
Amelia Hughes · 4 likes
Interesting. I would like to see how it changes after 3 months. It reminds me of a very specific conversation near the kitchen. This is exactly the kind of tradeoff teams argue about for weeks
Rizky Pratama · 4 likes
I am skeptical. The idea sounds good, but the maintenance cost is real. The Jakarta example makes it feel concrete
Omar Hassan · 3 likes
This is adorable and oddly motivating
Siti Lim · 8 likes
This is the kind of disagreement I like
Maya Williams · 9 likes
This. Exactly this
Maja Wiśniewska · 0 likes
This is the gentle version of my rant
Camille Dubois · 3 likes
There is probably a middle ground here. I would write it down before changing anything else
Aarav Sharma · 2 likes
Interesting. I would like to see how it changes after 4 months. My only addition is to make the first step visible
Ananya Rao · 2 likes
this feels like advice from a patient friend. The 3-minute rule is underrated
Cedar Coder · 2 likes
This made me smile more than expected. I learned that one the expensive way
Cedar Mango · 1 likes
I am skeptical. The idea sounds good, but the maintenance cost is real. That is where the boring checklist helps
Leila Karimi · 0 likes
The vibe here is immaculate. My only addition is to make the first step visible