bug-bounty448
google355
microsoft313
facebook262
xss238
apple180
malware174
rce149
exploit124
bragging-post101
cve99
account-takeover93
phishing83
csrf79
privilege-escalation77
stored-xss65
supply-chain65
authentication-bypass63
dos60
reflected-xss57
browser57
react50
cloudflare49
reverse-engineering48
input-validation48
cross-site-scripting48
access-control47
smart-contract45
docker45
aws45
node44
ethereum43
web343
sql-injection43
web-security42
defi42
web-application41
ssrf38
burp-suite35
vulnerability-disclosure34
idor34
race-condition33
html-injection33
info-disclosure33
smart-contract-vulnerability32
writeup32
buffer-overflow32
cloud32
oauth32
information-disclosure30
0
3/10
Agile V Skills addresses a critical gap in AI-assisted software development: ensuring that AI-generated code is independently verified and traceable to requirements, rather than relying on the same AI agent to both write and test code (which introduces confirmation bias).
ai-agents
software-engineering
testing
verification
code-generation
quality-assurance
prompt-engineering
llm-security
Agile V Skills
0
5/10
This article introduces golden sets—structured regression testing frameworks for probabilistic AI workflows that combine representative test cases, explicit scoring rubrics, and versioned evaluation contracts to detect regressions across prompt, model, retrieval, and policy changes before production impact.
ai-systems
testing
regression-testing
evaluation
quality-assurance
probabilistic-systems
prompt-engineering
llm-safety
policy-enforcement
metric-design
operational-guidelines
Heavy Thought Laboratories