bug-bounty448
google354
microsoft311
facebook262
xss238
apple179
malware174
rce149
exploit124
bragging-post101
cve99
account-takeover93
phishing83
csrf79
privilege-escalation77
supply-chain65
stored-xss65
authentication-bypass63
dos60
browser57
reflected-xss57
react50
cloudflare49
cross-site-scripting48
reverse-engineering48
input-validation48
access-control47
aws45
docker45
smart-contract45
node44
sql-injection43
ethereum43
web343
defi42
web-security42
web-application41
ssrf38
burp-suite35
idor34
vulnerability-disclosure34
info-disclosure33
race-condition33
html-injection33
cloud32
writeup32
oauth32
buffer-overflow32
smart-contract-vulnerability32
information-disclosure30
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