... midway through a pentest. Recon s wrapped, two privilege escalation paths have failed. You flip over to ChatGPT hoping for something useful and it spits out the usual suspects: SUID binaries, kernel exploits, weak folder perms. It doesn t know your host, it doesn t know your tools, it doesn t know what phase you re in, and that s the real problem. We asked: what would it take to build an assistant that actually thinks like an operator under ...

... like the nightmare of AI, because everything moves so fast and everyone is building more stuff (and barely maintaining it) There are a lot of AI frameworks to begin with: LangChain. LlamaIndex. AutoGen. CrewAI. DSPy. OpenDevin. Semantic Kernel... They re all trying to answer one basic question: 'The best way to reliably interact with an LLM so that you can bolt things like memory, tools, and MCP to your AI agent' Everyone Wants to Be the `express.js` of Agents ... ... www.producthunt.com/search?q=MCP No one trusts the abstractions they didn t write themselves. Every framework is a political stance, a philosophy on how to do the "NEW THING" right: Where does context ends and reasoning begins? How much to expose vs