As a founder, this resonates. The pain isn’t capability. It’s continuity. Until we have a real architectural memory layer, everything else is temporary scaffolding.
Thanks Chris, appreciate it. What’s striking is how consistently the same failure modes show up once a system gets big enough. The moment you cross that threshold, the substrate starts telling the truth.
The encouraging part is that once you see the pattern, the shape of the missing layer becomes obvious.
"Brilliant engineer with amnesia" is the most accurate description I've read. I ran a month of nightly autonomous builds and found the same pattern - each session was locally coherent, globally incoherent.
The agent would reinvent a helper it had already built two runs earlier. My partial fix was injecting a structured project-state file into every prompt, but it's a bandage over what you correctly identify as a substrate problem.
Have you tried spec driven development with Kiro?
As a founder, this resonates. The pain isn’t capability. It’s continuity. Until we have a real architectural memory layer, everything else is temporary scaffolding.
Great article, you are entirely correct!
Thanks Chris, appreciate it. What’s striking is how consistently the same failure modes show up once a system gets big enough. The moment you cross that threshold, the substrate starts telling the truth.
The encouraging part is that once you see the pattern, the shape of the missing layer becomes obvious.
"Brilliant engineer with amnesia" is the most accurate description I've read. I ran a month of nightly autonomous builds and found the same pattern - each session was locally coherent, globally incoherent.
The agent would reinvent a helper it had already built two runs earlier. My partial fix was injecting a structured project-state file into every prompt, but it's a bandage over what you correctly identify as a substrate problem.
The missing architectural memory layer is real and nobody is building it yet. I wrote about what happens when you try to steer around this gap: https://thoughts.jock.pl/p/directed-ai-experiments-vibe-business