4 ms·

LOL, this is the list to keep in your head for this so called "manual". Best of luck of those who will work through this. BTW, Karpathy made that comment in 202

by npalli 9mo ago

LOL, this is the list to keep in your head for this so called "manual". Best of luck of those who will work through this. BTW, Karpathy made that comment in 2025 not 2024. Morphability - natural language as morphable code Abstraction - tasks become reusable commands Recursion - stack abstractions for leverage Internal Consistency - prevent system drift Reproducibility - crash-resilient design Morphic Complexity - recognize over-engineering E2E Autonomy - measure actual capabilities Token Efficiency - maximize work per token Mutation & Exploration - controlled self-improvement

deleted 9mo ago
[deleted]
jennyholzer3 9mo ago
AI in 2026 is really all about morphability. If you aren't using multiple agents, subagents, and autonomous MCP abstractions to construct a detailed morphological model of your codebase, you'll never appreciate the sublime bliss of man-machine union that the enlightened among us here have come to know.
- aleph_minus_one 9mo ago
  > If you aren't using multiple agents, subagents, and autonomous MCP abstractions to construct a detailed morphological model of your codebase, you'll never appreciate the sublime bliss of man-machine union that the enlightened among us here have come to know. Is this serious or satire?
  - jennyholzer3 9mo ago
    [flagged]
    - twodave 9mo ago
      No need to be dismissive.
  - a4isms 9mo ago
    Without a winking smiley or other blatant display of humour, it is utterly impossible to parody an AI hyper-enthusiast in such a way that someone won't mistake for the genuine article.
    - dsr_ 9mo ago
      https://en.wikipedia.org/wiki/Poe's_law https://en.wikipedia.org/wiki/Poe's_law
      - deleted 9mo ago
        [deleted]
- sho_hn 9mo ago
  Genuine Agent Zen is when your instructions .md contains but a single line, "Do!" Everything else will be dated by Monday.
- dsr_ 9mo ago
  That is so January 1. Get with the program. Your approach is obsolete. You will fall behind in the global arms race. It's almost January 3, it's time for a new methodology! Pro-tip: move to an earlier timezone so you can get the real edge on your competition.

by npalli 9mo ago

deleted 9mo ago

[deleted]

jennyholzer3 9mo ago

AI in 2026 is really all about morphability. If you aren't using multiple agents, subagents, and autonomous MCP abstractions to construct a detailed morphological model of your codebase, you'll never appreciate the sublime bliss of man-machine union that the enlightened among us here have come to know.

aleph_minus_one 9mo ago
> If you aren't using multiple agents, subagents, and autonomous MCP abstractions to construct a detailed morphological model of your codebase, you'll never appreciate the sublime bliss of man-machine union that the enlightened among us here have come to know. Is this serious or satire?
- jennyholzer3 9mo ago
  [flagged]
  - twodave 9mo ago
    No need to be dismissive.
- a4isms 9mo ago
  Without a winking smiley or other blatant display of humour, it is utterly impossible to parody an AI hyper-enthusiast in such a way that someone won't mistake for the genuine article.
  - dsr_ 9mo ago
    https://en.wikipedia.org/wiki/Poe's_law https://en.wikipedia.org/wiki/Poe's_law
    - deleted 9mo ago
      [deleted]
sho_hn 9mo ago
Genuine Agent Zen is when your instructions .md contains but a single line, "Do!" Everything else will be dated by Monday.
dsr_ 9mo ago
That is so January 1. Get with the program. Your approach is obsolete. You will fall behind in the global arms race. It's almost January 3, it's time for a new methodology! Pro-tip: move to an earlier timezone so you can get the real edge on your competition.