bug-bounty505
xss267
rce152
google137
bragging-post117
account-takeover111
microsoft104
facebook103
csrf86
privilege-escalation85
exploit83
malware83
open-source81
authentication-bypass80
cve78
stored-xss75
access-control63
reflected-xss63
web-security63
ai-agents63
phishing58
apple57
input-validation53
cross-site-scripting49
sql-injection49
defi48
smart-contract48
ssrf46
ethereum45
reverse-engineering44
api-security44
writeup43
information-disclosure43
tool40
dos39
privacy38
web-application38
burp-suite37
cloudflare37
vulnerability-disclosure37
web336
automation35
opinion34
llm34
html-injection33
responsible-disclosure33
smart-contract-vulnerability33
waf-bypass32
machine-learning32
race-condition32
0
6/10
tutorial
A practical methodology for verifying AI-generated code by writing acceptance criteria before prompting agents and using Playwright-based verification to test against those criteria rather than relying on code review or self-checking AI tests. The author describes a Claude Skill implementation that automates verification across frontend and backend changes with structured outputs.
ai-code-generation
test-driven-development
acceptance-testing
automation
claude-code
playwright
verification
code-review
quality-assurance
browser-automation
Claude Code
Gastown
Playwright
Abhishek Ray
Claude Opus
Claude Sonnet
opslane/verify
MCP