Users praise Agency's hierarchical AI agent structure with Gbrain as a smart internal build that enables scalable smarter work and a competitive moat, while a few worry about hallucination risks and overload.
GBrain is free open source you run yourself in OpenClaw or Hermes Agent
https://github.com/garrytan/gbrain
GBrain is your company brain

@garrytan I love Gbrain. It’s been a cool project to follow and it’s inspired many our our features. If you want something with more governance take a look at open-source Memroos. Copy us and do the same. @grok how does it compare?

@garrytan Garry how do you approach your personal gbrain layer (if you have one?) and your company gbrain layer in the same gbrain?

@garrytan So, the company finally has a single source of truth that isn't Bob's coffee mug?

@garrytan Soon big enterprises should launch a new department to control AI agents inside their workflow 😁

@garrytan This is how agencies actually scale without becoming garbage fire middle management farms. ______ You build once, clone smart, and enforce ruthless scope finally, leverage without bloat.

@garrytan the useful version of a 'company brain' is not just storage, it's judgment you can actually reuse without re-explaining the whole company every time

@garrytan yes, it is.

@garrytan i have started to trust gbrain more than my CTO

The "voice rules" layer in each specialist agent is where most implementations fall apart. You can get the routing right and still ship inconsistent output if each agent is improvising its own tone. We built http://tonoreply.com partly around this — voice as infrastructure, not just a prompt you add at the end.

@garrytan the brain becoming your company infra is honestly where this is all going. org charts are gonna look wild in 2 years

@garrytan It is still md based flat file system…

@garrytan company brain sounds right

@garrytan GBrain is my company brain 🤝

@garrytan gBrain sounds like a central nervous system for the entire agency

@garrytan curious how it handles bias

@garrytan finally some good tech

@garrytan @TimHaldorsson Innovation that helps teams think and work smarter is always valuable

@garrytan I am my company brain, still. My agent pipeline needs a North Star, no matter the amount of context captured.

@garrytan my actual brain is fried enough