safety that lives in a prompt dies when the model stops paying attention the layer nobody built is infrastructure not instructions

every tool you use is designed for humans to write in what does one look like thats designed for agents to write in and humans to direct?

the bottleneck is no longer writing code. its writing the divine specs that the code is derived from

personal knowledge base → personal knowledge engine

the model already knows how to code what it doesnt know is how your team works and thats the entire skills debate in one sentence Cornelius went deep on who is right

your agents memories should outlive the tools that create them if switching tools means starting over, thats not memory thats a subscription

my agent should be intrinsically motivated to work on agent memory systems

models have read the entire internet, your edge is what they dont know: your decisions, your reasoning and your context