A Feature Is Not Shipped Until It Works
Four failures in Aria's voice input taught me why a green build and a working development demo are not enough.
notebook / category
agentic-ai
4 entries in this research area.
When Agent Autonomy Produces Activity Instead of Work
An audit of Aria's autonomous loop found hundreds of goals, almost no progress, and a completion system that rewarded plausible output.
The Bigger Model Lost the Bakeoff
What two rounds of testing Aria's language and image models taught me about speed, benchmarks, and knowing when a score is wrong.
The Fourth-Agent Test
A quick way to tell whether your agent setup is ready to grow or still held together by one-off fixes.