bug-bounty451
google354
xss338
microsoft283
facebook246
apple171
exploit163
rce160
malware102
account-takeover95
cve91
bragging-post86
csrf83
browser77
writeup75
privilege-escalation68
react60
authentication-bypass57
cloudflare54
dos53
node52
docker51
ssrf51
phishing50
aws48
access-control47
oauth45
smart-contract45
supply-chain44
ethereum43
defi42
web342
sql-injection41
lfi37
idor35
vulnerability-disclosure32
smart-contract-vulnerability32
clickjacking31
burp-suite31
info-disclosure31
race-condition31
web-application31
reverse-engineering31
wordpress30
input-validation30
web-security29
information-disclosure29
cloud29
reflected-xss29
solidity27
0
6/10
A former backend lead at Manus proposes replacing traditional function-calling in LLM agents with a single Unix-style run(command="...") tool that leverages pipes and shell operators, arguing that LLMs are naturally aligned with CLI patterns they've seen extensively in training data and that this approach reduces cognitive load on tool selection while enabling composition.
llm-agents
function-calling
tool-use
cli-design
prompt-engineering
agent-architecture
unix-philosophy
agentic-systems
Manus
Meta
Pinix
agent-clip
LocalLLaMA
MorroHsu
0
5/10
architecture-guide
Technical comparison of three AI tool primitives—Skills (documented processes), CLIs (composable developer tools), and MCPs (authenticated SaaS access with guardrails)—explaining when each excels based on use case, access control needs, and team composition rather than treating them as competing solutions.
ai-tools
agent-architecture
mcp
cli
access-control
authentication
automation
workflow-design
skills
api-integration
sandbox
Claude
Anthropic
Vercel
Netlify
GitHub CLI
Cloudflare Wrangler
Playwright
Attio
LinkedIn
Outlook
jngiam
David Cramer