1d • 🏆 Wins
Big milestone for me
Finished the V1 foundation of BuilderCore! a controlled AI-assisted execution/orchestration system I’ve been building.
One of the features I’m happiest with so far:
operator approval workflows directly through Telegram.
The deeper I get into AI systems, the more I’m realising the real challenge isn’t just generating code or outputs — it’s:
- workflow control,
- orchestration,
- validation,
- guardrails,
- approval layers,
- and preventing systems from drifting away from the actual objective.
AI massively increases leverage, but without strong constraints and structured workflows, complexity can spiral surprisingly fast.
Still a lot more to build, but hitting the V1 milestone was a big moment for me.
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Big milestone for me
skool.com/cliefnotes
Jake Van Clief, giving you the Cliff notes on the new AI age.
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