bug-bounty524
xss282
rce152
bragging-post120
google112
account-takeover99
exploit96
open-source91
microsoft81
csrf78
facebook77
authentication-bypass75
stored-xss72
privilege-escalation72
cve70
access-control65
ai-agents63
malware63
reflected-xss61
writeup53
input-validation53
web-security53
ssrf52
sql-injection49
cross-site-scripting48
smart-contract46
tool46
defi45
ethereum45
privacy44
web-application43
phishing40
information-disclosure39
apple38
browser38
responsible-disclosure37
llm37
web337
lfi36
burp-suite35
opinion35
api-security35
cloudflare34
vulnerability-disclosure34
automation34
oauth33
idor32
machine-learning32
dos31
code-generation31
0
1/10
Riventa.Dev is an AI-native DevOps platform that automates decision-making and remediation rather than just alerting, featuring automatic PR review, predictive failure detection, DORA metrics, and integrated security scanning (SAST, SBOM, dependency analysis) across GitHub, GitLab, and Bitbucket.
devops
ai
cicd
code-review
security-scanning
sast
sbom
dependency-analysis
github
gitlab
bitbucket
metrics
dora
automation
tool
Riventa.Dev
GitHub
GitLab
Bitbucket
0
2/10
A longitudinal study analyzing 40 companies from November 2024 through February 2026 found that despite 65% increase in AI adoption, pull request throughput only increased by ~10%, contradicting vendor marketing claims of 2-3x productivity gains. The research suggests coding was never the bottleneck, and non-coding activities like planning, review, and alignment remain untouched by AI.
ai-productivity
developer-productivity
research
metrics
longitudinal-study
github-copilot
engineering-management
Justin Reock
DX
Abi Noda
Engineering Enablement
GitHub Copilot
Cursor AI
METR
Amplitude
Figma
Plaid
UserTesting
Vercel