Building a Codebase Classifier with Jev
A developer shares building a codebase classifier with Jev, suggesting it may solve overengineered code from agents, and asks what to test next.
Introduces Speculative Programmatic Tool Calling (sPTC) using Jev as a just-in-time approver to enable early execution safety for general tools like bash or computer use, with a code blog.
Speculative Programmatic Tool Calling (sPTC) using Jev as a just-in-time approver unlocks sPTC for general tools like bash or computer use where early execution safety depends on tool inputs. blog (with code): https://pav.bio/blog/speculative-tool-calling-with-jev…