Speed Perf Throughput Essay

The model receives the prompt (and optional system message). The run uses scorer contains_all with the JSON configuration below. Pass/fail and partial credit are determined entirely by that scorer against the model output; no human grading.

Write a long reflective essay in English on how software teams balance shipping speed with quality and reliability. Use exactly these Markdown headings in order, each followed by several substantial paragraphs:

## Introduction
## Historical context
## Trade-offs
## Practical recommendations
## Conclusion

Aim for breadth and depth of prose (not bullet lists). Continue writing until you have fully developed each section.

{
  "expected_contains": [
    "## Introduction",
    "## Trade-offs",
    "## Conclusion",
    "quality",
    "team"
  ]
}