bug-bounty490
google398
microsoft329
xss293
facebook288
rce199
exploit191
apple187
malware173
cve127
account-takeover113
bragging-post101
csrf86
privilege-escalation85
phishing81
browser80
supply-chain67
writeup66
dos66
stored-xss64
react64
authentication-bypass62
reflected-xss57
cloudflare56
node55
reverse-engineering53
ssrf51
aws51
docker50
input-validation48
access-control47
cross-site-scripting46
oauth46
smart-contract45
web345
ethereum43
defi42
sql-injection42
lfi41
web-security40
info-disclosure40
cloud39
web-application39
race-condition38
pentest37
ctf36
idor35
burp-suite35
vulnerability-disclosure34
html-injection33
0
2/10
Shopify CEO Tobias Lütke used an AI-assisted autoresearch pattern with a coding agent to optimize the Liquid template engine, achieving 53% faster parse+render performance and 61% fewer allocations through 120 automated experiments across 93 commits. The effort demonstrates how robust test suites and AI agents enable effective performance optimization and enable high-level engineers to contribute meaningfully to code.
performance-optimization
code-optimization
ruby
template-engine
ai-assisted-programming
coding-agents
benchmarking
open-source
Shopify/liquid
Tobias Lütke
Andrej Karpathy
Simon Willison
Django
Pi
David Cortés