MN755 Mission Control Keras Tuning
Purpose
Use Mission Control to keep KerasTuner or bounded hyperparameter search honest with baselines, search budgets, and result summaries.
The Codex chat agent is not the Mission Control Manager. It is the bridge between the user and the Mission Control Manager.
Use when
- The repo uses KerasTuner or comparable TensorFlow search loops.
- The user wants model tuning guidance without infinite compute theater.
Workflow
- Establish the current baseline and the tuning goal.
- Ask Mission Control to keep the search bounded by explicit iteration or trial budgets.
- Compare winning trials against the baseline with real metrics.
- Record known variance or uncertainty before shipping the recommendation.
Mission Control calls
Tools:
mission_control_start_taskmission_control_get_statusmission_control_get_handoff_summary
Resources:
mission-control://projects/{project_id}/validation-summarymission-control://projects/{project_id}/handoff
Never do
- Do not treat more trials as a strategy.
- Do not report a tuned winner without baseline context.
Example invocation
Use Mission Control to run a bounded KerasTuner comparison and summarize the winning configuration honestly.