Adam Stein

Results 4 issues of Adam Stein

K: feature
C: parser
C: synthesizer
C: verifier

### What happened? Running a simple evaluation of the ProgramOfThought module using dspy.Evaluate with num_threads > 1 results in "I/O operation on closed file" errors when it should run to...

bug

This adds Per-Instance Program Synthesis (PIPS) from the NeurIPS '25 paper *Once Upon an Input: Reasoning via Per-Instance Program Synthesis* (https://openreview.net/forum?id=XsQNqRdcdh). PIPS is an agent which solves problems by either...

## Summary: Adds a timeout parameter to `dspy.primitives.python_interpreter.PythonInterpreter` to cap how long sandboxed code is allowed to run. When a timeout is provided, stdout is read via a background thread;...