cross-posted from: https://programming.dev/post/56563524

We're about to learn a painful lesson about delayed gratification in software engineering.

New data from China, 26,811 students tracked January 2023 through June 2025. Students using AI for homework saw their scores jump 20 percent. Completion time dropped nearly half. They aced the assignments.

Then exam season came. Those same students scored 20 to 40 percent worse when they couldn't use the tool.

The homework phase is over. The exam phase is coming.

We're doing this in software right now. Vibe coding feels incredible. Features ship fast. Nobody's asking what happens in Month 18 when the original dev has left and nobody understands the codebase.

Commercial pilots fly with autopilot for most of every flight. They're required to maintain manual flying proficiency regardless. If the system fails mid-air and the pilot can't take over, people die.

Most teams using AI right now have forgotten how to fly manually. They've become passengers in their own systems. The autopilot flies, nobody checks instruments, and the first sign of trouble will be a breach notice or outage.

Three rules:

  1. Command the mission. Define architecture before prompting. Ambiguity kills in code and in flight. Delegate selectively. Offload mechanical work. Keep design and security reviews human. Verify everything. Audit before production.
  1. Never trust the automation without checking instruments.
  1. Quick wins feel good. Sustainable engineering feels boring. Boring keeps systems standing.

Organisations surviving the next two years won't ship the fastest. They'll be the ones who remember how to fly without the aids.


people insisting that you actually be skilled, independently of your tools, doesn't make them Luddites. Rather, being unable to do so makes you a phony.

 

We're about to learn a painful lesson about delayed gratification in software engineering.

New data from China, 26,811 students tracked January 2023 through June 2025. Students using AI for homework saw their scores jump 20 percent. Completion time dropped nearly half. They aced the assignments.

Then exam season came. Those same students scored 20 to 40 percent worse when they couldn't use the tool.

The homework phase is over. The exam phase is coming.

We're doing this in software right now. Vibe coding feels incredible. Features ship fast. Nobody's asking what happens in Month 18 when the original dev has left and nobody understands the codebase.

Commercial pilots fly with autopilot for most of every flight. They're required to maintain manual flying proficiency regardless. If the system fails mid-air and the pilot can't take over, people die.

Most teams using AI right now have forgotten how to fly manually. They've become passengers in their own systems. The autopilot flies, nobody checks instruments, and the first sign of trouble will be a breach notice or outage.

Three rules:

  1. Command the mission. Define architecture before prompting. Ambiguity kills in code and in flight. Delegate selectively. Offload mechanical work. Keep design and security reviews human. Verify everything. Audit before production.
  1. Never trust the automation without checking instruments.
  1. Quick wins feel good. Sustainable engineering feels boring. Boring keeps systems standing.

Organisations surviving the next two years won't ship the fastest. They'll be the ones who remember how to fly without the aids.


people insisting that you actually be skilled, independently of your tools, doesn't make them Luddites. Rather, being unable to do so makes you a phony.

 

cross-posted from: https://programming.dev/post/55845570

!shimejis@programming.dev

After watching the Witch Hat Atelier anime I started getting tiktoks about it.. lots of AnimeNYC cosplayers running around in pointed caps all cute n shit. It showed me a tiktok about this old program from 2005 called Shimeji and this guy had brushbuddy hanging out on his screen. I fell into a rabbit hole, bc I've had oneko installed for so many years I was used to having screen pets around and I wanted this little guy too. My workstation is made so much brighter because of them

I opened this community to spread the word of the fun these little guys are!

Check out some other mascots you can install

 

!shimejis@programming.dev

After watching the Witch Hat Atelier anime I started getting tiktoks about it.. lots of AnimeNYC cosplayers running around in pointed caps all cute n shit. It showed me a tiktok about this old program from 2005 called Shimeji and this guy had brushbuddy hanging out on his screen. I fell into a rabbit hole, bc I've had oneko installed for so many years I was used to having screen pets around and I wanted this little guy too. My workstation is made so much brighter because of them

I opened this community to spread the word of the fun these little guys are!

Check out some other mascots you can install

What do you do for fun (programming.dev)
 

Guys I'm in a slump, I keep having the same fight every time I feel bored and want to go out to do something and I can't because I don't know what to do because I don't even know what kinds of things I can do, like what classification of activity I should pick. And even when I do pick an activity class I'm paralyzed with the decisions regarding how to execute that activity. It's a 3dimentional puzzle of trying to find what doesn't make me miserable, is actually available to me, and I understand.

Here is my current list of activity classes, I keep it as an Obsidian Kanban board where each lane is a my opinion. What classifications should I add or if you have any ideas for what specific things I can do I'd really appreciate that too.

I'm based in Brooklyn


New things

  • [ ] Hobbyist Groups Model Building, Gardening Clubs #social
  • [ ] Joining Environmental Groups #social

Want to do

  • [ ] Volunteering at Charities #social #commitment
  • [ ] Calligraphy #lazy #equipment
  • [ ] Electronic Circuit Building #equipment #alone
  • [ ] Skating Inline, Ice #sport #inside #winter
  • [ ] Kickboxing #sport
  • [ ] Canoeing #sport #social #outside
  • [ ] Volleyball #sport #social #club #outside
  • [ ] Handmade Jewelry #equipment #class
  • [ ] Robotics #equipment #expensive #alone
  • [ ] Electronic Music Production #alone #class
  • [ ] Nature Walks for Relaxation #alone
  • [ ] Listening to Calming Music #alone
  • [ ] Progressive Muscle Relaxation #alone
  • [ ] Joining a Film Club #club
  • [ ] Community Art Classes #social #class
  • [ ] Collage Making #materials
  • [ ] Baking as a creative activity #lazy #home #materials
  • [ ] Music Composition #lazy
  • [ ] Sewing #art #equipment
  • [ ] Coffee Latte Art #class #equipment
  • [ ] Swimming

Don't want to do

  • [ ] Volunteering for Political Causes #social
  • [ ] Participating in Dance Classes #social
  • [ ] Joining a Choir or Music Group #social
  • [ ] Language Exchange Clubs #social #club
  • [ ] Furniture Restoration #expensive #materials #resources
  • [ ] Garden Design #outside
  • [ ] Film Making #art #equipment
  • [ ] Rugby #sport #social #club
  • [ ] Lacrosse #sport #social #club #outside
  • [ ] Dodgeball #sport #social #club #outside
  • [ ] Ultimate Frisbee #sport #social #club #outside
  • [ ] Parkour #sport #social #outside
  • [ ] Wrestling #sport #social #club #inside
  • [ ] Surfing #sport #summer #outside
  • [ ] Snowboarding #sport #expensive #winter
  • [ ] Skiing Alpine or Cross-Country #sport #expensive #winter
  • [ ] Rowing #sport #social #club #outside #hard
  • [ ] Gymnastics #sport #social #club #inside #hard
  • [ ] Cricket #sport #social #club #outside
  • [ ] Basketball #sport #sport #social #club #outside
  • [ ] Football/Soccer #sport #social #club #outside
  • [ ] Weight Lifting #sport #club #hard
  • [ ] Rock Climbing #sport
  • [ ] Martial Arts Karate, Judo #sport
  • [ ] Dancing various styles #sport #club #social

Planning

  • [ ] Volunteer at animal shelter
  • [ ] Pottery #art #expensive #equipment
  • [ ] Sculpting #art #expensive #equipment

Doing

  • [ ] Reading manga #lazy

Will do it again

  • [ ] Deep Breathing Exercises #alone
  • [ ] Boxing #sport #hard #club #equipment
  • [ ] Yoga #sport #inside #alone #club
  • [ ] Hiking #sport #outside
  • [ ] Swimming #sport #club
  • [ ] Spas #lazy #expensive
  • [ ] Writing Journaling, Novels, Poetry #art
  • [ ] Playing a Musical Instrument #art
  • [ ] Attending Networking Events #social
  • [ ] Aromatherapy #therapy
  • [ ] Massage Therapy
  • [ ] Herbal Therapy #therapy
  • [ ] Tea Ceremonies #alone
  • [ ] Mobile App Development
  • [ ] Open Source Contributions
  • [ ] Going to a comedy show #outside #lazy

Did it once

  • [ ] Photography #art #equipment
  • [ ] Joining a Book Club #social
  • [ ] Cycling #sport #equipment #outside
  • [ ] Drawing #art #skilled
  • [ ] Painting #art #equipment
  • [ ] Scuba diving

Do it with friends

  • [ ] Attending Community Festivals #social
  • [ ] Attending Concerts and Live Performances #social
  • [ ] Cooking Classes with Friends #social #class #club

Hated it

  • [ ] Meditation #alone
  • [ ] Running #sport #outside #hard
  • [ ] Sitting in Silence

Used to do it but its over

  • [ ] Gaming Communities Online or Offline #social
  • [ ] Tennis #sport #social #club #outside
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