Laguna S 2.1 Model Pilot Planner

Evaluate the model on one real software task before adding it to a production route.

1. Business reason

We are testing Laguna because:

2. Exact model

Checkpoint:

Quantization:

Context target:

3. Runtime

☐ vLLM

☐ SGLang

☐ Transformers

☐ TRT-LLM

☐ llama.cpp

☐ Ollama / compatible app

4. Hardware

GPU / unified memory:

Available memory:

Expected weight size and runtime overhead:

5. Bounded task

Repository:

Task:

Files allowed:

Files forbidden:

Production Gate and Results

6. Acceptance criteria

☐ Required tests identified

☐ Performance target defined

☐ Documentation required

☐ Maximum review time defined

☐ Human approver named

7. Safety

☐ Test branch or copied repository

☐ Sample data

☐ Scoped credentials

☐ Network limits

☐ Audit log

8. Recovery

☐ Version control

☐ Backup

☐ Rollback command

☐ Kill switch

Recovery owner:

9. Compare with current model

Completion rate:

Total elapsed time:

Human interventions:

Review time:

Cost / compute:

Recovery after failure:

10. Decision

☐ Stop

☐ Change checkpoint or runtime

☐ Improve prompt and retest

☐ Approve limited internal route

☐ Consider production after security review

Reason: