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ZenML Orchestration and HeyBoss AI Integration

Inspect the original prompt language first, then copy or adapt it once you know how it fits your workflow.

Linked challenge: Agentic News Headline Generator with Fact-Checking and Bias Detection

Format
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Linked challenge
Agentic News Headline Generator with Fact-Checking and Bias Detection

Prompt source

Original prompt text with formatting preserved for inspection.

1 lines
1 sections
No variables
0 checklist items
Design a ZenML pipeline that orchestrates the entire headline generation and evaluation process. This pipeline should include steps for: ingesting an article, running the Claude agent to generate headlines, passing headlines through Guardrails AI, and then performing a final review/logging with simulated HeyBoss AI analysis results. Configure ZenML to track the runs and store artifacts, including the generated headlines and their evaluation reports. Explain how HeyBoss AI would be integrated into this ZenML pipeline for continuous monitoring.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the source structure until you know which part of the prompt is actually driving the result quality.

Tune next

Change domain facts, examples, and tool context first before you rewrite the instruction scaffold.

Verify after

Validate one failure mode at a time so prompt changes stay attributable instead of getting noisy.