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Mayank
3,340 posts
user avatar
Mayank
@mayonkeyy
eval-perfected harnesses @ squarediff.com | ex @meta @apple
SF
squarediff.com
Joined January 2014
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  • Pinned
    user avatar
    Mayank
    @mayonkeyy
    Jun 17
    8 months of notion docs and 15+ hours of editing later, this is SquareDiff's first technical writeup on autonomous agent improvement. We've ran obscene amounts of experiments, ran into countless bugs, and pushed hundreds of fixes. Here's everything we learned in building
    user avatar
    Mayank
    @mayonkeyy
    Jun 17
    Article cover image
    Article
    Building agents better with agents
    At SquareDiff we spent the last 8 months building the agents that build agents. This is everything we learned creating an autonomous improvement system: At SquareDiff we enable continual improvement...
    840
  • user avatar
    Mayank
    @mayonkeyy
    Mar 7, 2025
    Replying to @owenbroadcast
    I think I found it. But I see why you wouldn't want to spread this. The issue with "thought-healing" is that it only addresses mitigation, not remediation, and thats how you lose Steve Jobs.
    253K
  • user avatar
    Mayank
    @mayonkeyy
    Aug 10, 2024
    Replying to @duhvduh and @str4wberry
    very rare to see a man who knows what he wants. respect.
    70K
  • user avatar
    Mayank
    @mayonkeyy
    Mar 10, 2025
    Replying to @fuckpoasting
    Monkey see monkey do
    27K
  • user avatar
    Mayank
    @mayonkeyy
    Aug 21, 2024
    same vibe as "no message is also a message"
    41K
  • user avatar
    Mayank
    @mayonkeyy
    Jul 20, 2025
    Replying to @matt_beard_
    14K
  • user avatar
    Mayank
    @mayonkeyy
    Nov 19, 2024
    same vibe as "people vote based on their personality" i can imagine that communists would have weaker bone structure, inspiring their need to equalize everyone
    31K
  • user avatar
    Mayank
    @mayonkeyy
    Oct 11, 2025
    How long would it take to explain to an Amish man how cursor works
    17K
  • user avatar
    Mayank
    @mayonkeyy
    Feb 24, 2025
    23K
  • user avatar
    Mayank
    @mayonkeyy
    Oct 23, 2025
    Replying to @amasad
    always wonder what HR thinks when they read this
    6.5K
  • user avatar
    Mayank
    @mayonkeyy
    Jul 15, 2024
    Replying to @WheelsAngelis and @stonetoss
    LMFAOOOOO
    5.1K
  • user avatar
    Mayank
    @mayonkeyy
    Sep 15, 2025
    Replying to @phokarlsson
    great way to put it, another way is "when you want something, all the universe conspires in helping you to achieve it" (the alchemist)
    7.9K
  • user avatar
    Mayank
    @mayonkeyy
    Aug 17, 2024
    Replying to @GreenTextRepost
    When he doubles back, it gives a lot of weight to: "If she was the one, I would." which feels a bit backwards, but in effect is probably true
    12K
  • user avatar
    Mayank
    @mayonkeyy
    Oct 23, 2024
    Replying to @blacknredtext
    Modern fiction is all about covert displays of strength. The hero is somehow always doubting himself, scared, wimpy, but also makes critical decisions and is extremely lucky. This is designed to max out relatability at the expense of the people
    1.3K