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Transforming Our WireShark Wizard into a Markdown File: Plus Four Key Lessons from Developing an AI Agent

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Unlocking the Future of AI with Rocky AI

📢 Exciting News: Checkly’s Rocky AI is now generally available! After months of development, we’ve tailored an AI agent that enhances our SaaS product by focusing on critical user tasks.

Key Highlights:

  • Focused Development: Rather than a broad approach, we zeroed in on triaging failed Playwright Check tests.
  • Data Wrangling: We mastered the art of parsing large trace files, ensuring LLMs deliver actionable insights.
  • Root Cause Analysis: Our AI now analyzes various check types using refined artifacts like logs and traces, making troubleshooting more efficient.

Learnings Along the Way:

  • Codification of expert analytical skills into structured markdown files.
  • Upgrades in models (from OpenAI GPT-4.1 to GPT-5.1) greatly enhanced the output quality.

Join us in exploring the next steps as we continue to expand Rocky AI’s capabilities.

🔗 Let’s connect: Like, share, or comment below! What are your thoughts on AI’s potential in SaaS?

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