Build a plan from this source.

• DSPy →

  Preserve the upstream project name, repository, exact source commit and applicable contributor/notices; resolve upstream citation guidance for any later formal use.

  Record revision: f63c1ad65198940d25f279cbfaadcf39e4e2ed9124b93e05f6ed99292a69ae8e

Source links open the current listing. This plan retains the revisions above; listing review does not grant permission to copy or adapt source files.

Before carrying out this plan

• Python plus chosen local model or hosted API; optimization can consume many model calls and has no cost approval from this record.
• A separately qualified isolated runtime with a reviewed, pinned dependency and input closure.

Limits to keep in view

• No source program, example, build hook, package, dataset, model or generated research code has been executed or downloaded as a payload.
• The documented self-contained Python 3.13, 90-second pilot does not establish support for this package, its compiled dependencies, GPUs, services or agent sandboxes.
• Installation success, scientific outcomes, runtime compatibility, latency, memory use, API costs and security properties are unmeasured.