Noticed a gap between "watch YouTube tutorials" and "actually build production AI systems."
DepthPilot is my attempt to bridge that.
What's different
- Structured learning paths (not random videos)
- Interactive quizzes
- Real project templates
- Covers practical stuff: latency, cost, human-in-loop
Topics covered
🛡️ Guardrails & Safety - Input/output validation, content filtering
🚦 Routing & Fallbacks - Model selection, graceful degradation
📋 Evals & Grading - Measuring quality, A/B testing prompts
⚡ Latency Optimization - Streaming, caching, parallel calls
Why I built this
Most AI tutorials teach you the basics ("call the API!"), but skip the hard parts:
- What happens when the model hallucinates?
- How do you know if your prompt is actually good?
- What's the cost going to be at scale?
Free to use. Building this while I learn myself, so feedback shapes the roadmap.
Link: https://www.depthpilotai.com
What topics would you want to see covered?
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