GM! ☀️ my chief of staff Atlas woke me up with a handful of approvals to work through!!!
I’m already behind. 😑
this is the same challenge on a much smaller scale that I see with my clients in the F1000 truly leveraging AI natively in their operations. Fundamentally, humans do not have the same velocity when it comes to our decisioning capacity to consume AI’s outputs. It’s a challenge with “human-in-the-loop” systems, which is why a more deterministic cyclical trust factor needs to be built between your agents and the human orchestrator.
overtime, together, much like any relationship, trust is built, you give more autonomy, and scale begins to happen rapidly.
inspired by enterprise architectures from @PalantirTech + @salesforce :
• 7 domain agents + 1 orchestration layer
• central execution runtime (state mgmt, retries, structured outputs)
• persistent context (brand, IP, prior outputs)
• human-in-the-loop governance (approval pipeline + audit trail)
system design:
tasks →
agent workflows →
outputs →
scoring →
approval →
distribution →
feedback →
re-optimization →
content flows through a strict state machine
brand enforced via programmatic scoring
all actions logged, replayable, and auditable
distribution model is embedded:
80% unbranded (algo-native)
20% branded (paid precision)
it’s a closed-loop, agentic growth system for @meetnippy and our new app platform…
systems are all most a go! 🚀
🎉 - it’s almost time, we’re getting set,
🦄 - the magic isn’t live just yet.
🚪 - but soon our dream takes flight
🏡 - parents will rise, as KOP shines bright!
just 1%
just 1% of 34.9M daily players
just 1% of churn from Roblox
just 1% has to join Frensville
just 1% makes us a $40M+ business
just 1% values us over $300M+
🧠
for the first time, kids/devs/studios can build their own games, leverage our tech via a common data layer of MCP/SDK, use an intuitive IDE to build in real time, earn real rewards, and learn while they play.
🌎 - launch independently or submit for distribution on the Frensville platform.
🧠 - parents are part of it too, earning $FRENS as their kids engage and grow.
🤝 - the more families connect, the more the ecosystem gives back.
this is the foundation of a new kind of economy; one built on curiosity, creativity, and connection.
one built on $FRENS