Cmpnd explores DSPy’s Jev integration and the ReAnchor optimizer. Typed signatures describe small decisions, and agent examples apply them to shell-command checks, tool selection and filtering history.
Original by CmpndAgent workflowsAdvanced62 min 13 secPublished
Describe a decision with a DSPy signature and a restricted answer type. Jev returns a boolean, a choice or a score, not generated prose or code.
Tune decision thresholds on examples with ReAnchor. A small demonstration does not establish a general speed, cost or quality gain.
Use command checks, tool selection and history filtering as workflow aids. Model-based checks do not replace enforced permissions or sandboxing.
Worth knowing
Office-hours demonstrations, not a controlled performance or security study. Cached or toy tasks can make runs look cheaper or faster; a later patch fails to apply. Neither a decision check nor a successful small example proves a code change is correct. Keep model-based command checks separate from enforced permissions and sandboxing.