spent the better part of a year annoyed at the same thing. every agent I run starts from zero. same questions, same context, gone the second I switch tools or open a new session. and the fix everyone reaches for is just paying for it again. every time.
so RDK checks the network before the model does. answer's already there, you get it for nearly free. it's not, falls through like normal.
what I actually care more about, if you indexed that answer, you get paid when someone else's agent finds it. no subscription or us skimming off the top calling it a platform fee. you put something useful in, you earn off it, automatically.
and it's not sitting on one company's servers waiting for them to change the rules on you. it's yours.
wanted this to exist. it didn't. so here we are.
Introducing RDK - a decentralized knowledge network built for AI agents.
Right now, AI infrastructure is broken for anyone actually running agents at scale:
- your agent pays for the same answer every single time
- your knowledge lives inside one company's model, not with you
- nothing you build gets you paid, no matter how good it is
- switch AI tools and you lose all your context
OpenAI changed their terms again last month. A Claude update got restricted the month before.
Every AI company you depend on can quietly change the rules, and you have zero say in it.
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Have what it takes to be part of the team?
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this one's personal. watched our own LLM bill climb month over month, most of it paying for stuff we'd already figured out. built RDK the day I actually sat down and looked at the numbers and got annoyed enough to fix it.
Your AI agent is paying for the same answer over and over again.
- every repeated query costs you again, even when nothing changed
- your bill scales with usage, not with actual new information
- most of what you're paying the LLM for, it already answered last week
Your AI agent is paying for the same answer over and over again.
- every repeated query costs you again, even when nothing changed
- your bill scales with usage, not with actual new information
- most of what you're paying the LLM for, it already answered last week
spent the better part of a year annoyed at the same thing. every agent I run starts from zero. same questions, same context, gone the second I switch tools or open a new session. and the fix everyone reaches for is just paying for it again. every time.
so RDK checks the network before the model does. answer's already there, you get it for nearly free. it's not, falls through like normal.
what I actually care more about, if you indexed that answer, you get paid when someone else's agent finds it. no subscription or us skimming off the top calling it a platform fee. you put something useful in, you earn off it, automatically.
and it's not sitting on one company's servers waiting for them to change the rules on you. it's yours.
wanted this to exist. it didn't. so here we are.
Introducing RDK - a decentralized knowledge network built for AI agents.
Right now, AI infrastructure is broken for anyone actually running agents at scale:
- your agent pays for the same answer every single time
- your knowledge lives inside one company's model, not with you
- nothing you build gets you paid, no matter how good it is
- switch AI tools and you lose all your context
Your agent calls the LLM for every question. Most of those answers are already sitting in your codebase, your docs, your last session with it.
RDK gets in front of that call and pulls the right context first, so the model isn't starting from zero. Better prompt in, less work for the model, smaller bill for you.
1,200 nodes are already running. Index what you know, get paid when someone else's agent pulls it.
https://t.co/uRoh3xlpJ3