Andrej Karpathyβs autoresearch post was a lightbulb moment (remember those ancient Opus 4.6 days?). The magic to me was in properly scoping the harness and scope of the task.
On a highly performant and complex code base like Monad, autoresearch felt difficult to apply. But here, Anne-Laure, @__inshorts, and Sam Balco apply the approach effectively in a fresh domain: optimizing the Monad client for ZK execution and yielding 57% improvement.
The more we dive into what @pangram has built, the more an ideal opportunity to integrate it with Harkness we find it to be.
Looking forward to connecting with folks from Pangram to explore and collaborate.
@stablechen Neurons fire and the more they fire together, the stronger the path becomes. Understanding is more about connecting what you already know through experiences.