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@veekaybee
veekaybee / normcore-llm.md
Last active July 22, 2025 08:01
Normcore LLM Reads

Anti-hype LLM reading list

Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.

Foundational Concepts

Screenshot 2023-12-18 at 10 40 27 PM

Pre-Transformer Models

@brianhempel
brianhempel / bench_rails_memory_usage.rb
Last active March 25, 2025 18:43
A script to test the memory usage of your Rails application over time. It will run 30 requests against the specified action and report the final RSS. Choose the URL to hit on line 45 and then run with `ruby bench_rails_memory_usage.rb`.
require "net/http"
def start_server
# Remove the X to enable the parameters for tuning.
# These are the default values as of Ruby 2.2.0.
@child = spawn(<<-EOC.split.join(" "))
XRUBY_GC_HEAP_FREE_SLOTS=4096
XRUBY_GC_HEAP_INIT_SLOTS=10000
XRUBY_GC_HEAP_GROWTH_FACTOR=1.8
XRUBY_GC_HEAP_GROWTH_MAX_SLOTS=0
@justecorruptio
justecorruptio / 2048.c
Created April 4, 2014 03:49
Tiny 2048 in C!
M[16],X=16,W,k;main(){T(system("stty cbreak")
);puts(W&1?"WIN":"LOSE");}K[]={2,3,1};s(f,d,i
,j,l,P){for(i=4;i--;)for(j=k=l=0;k<4;)j<4?P=M
[w(d,i,j++)],W|=P>>11,l*P&&(f?M[w(d,i,k)]=l<<
(l==P):0,k++),l=l?P?l-P?P:0:l:P:(f?M[w(d,i,k)
]=l:0,++k,W|=2*!l,l=0);}w(d,i,j){return d?w(d
-1,j,3-i):4*i+j;}T(i){for(i=X+rand()%X;M[i%X]
*i;i--);i?M[i%X]=2<<rand()%2:0;for(W=i=0;i<4;
)s(0,i++);for(i=X,puts("\e[2J\e[H");i--;i%4||
puts(""))printf(M[i]?"%4d|":" |",M[i]);W-2
@peterc
peterc / methods_returning.rb
Last active October 29, 2023 03:10
Object#methods_returning - to work out which method on an object returns what we want
require 'stringio'
require 'timeout'
class Object
def methods_returning(expected, *args, &blk)
old_stdout = $>
$> = StringIO.new
methods.select do |meth|
Timeout::timeout(1) { dup.public_send(meth, *args, &blk) == expected rescue false } rescue false
@ahoward
ahoward / net-http-debug.rb
Created December 10, 2010 20:06
a simple way to debug tons of libs that use ruby's net/http
BEGIN {
require 'net/http'
Net::HTTP.module_eval do
alias_method '__initialize__', 'initialize'
def initialize(*args,&block)
__initialize__(*args, &block)