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 / tag
#local-agents
3 entries with this tag.
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.
Threat Modeling the Agent on Your Laptop
A practical security review for agents that can read files, run commands, and use outside services.