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Claude Code - Designing Multi-Model AI Systems

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01. Introduction

01. Multi‑model AI systems and demo final project.mp4

MP4

7.5 MB

01. Multi‑model AI systems and demo final project.srt

SRT

2.4 KB

02. 1. The Single-Model Trap

01. The single model trap Why AI products fail at scale.mp4

MP4

23.3 MB

01. The single model trap Why AI products fail at scale.srt

SRT

11 KB

02. Build a chatbot with Claude.mp4

MP4

14.3 MB

02. Build a chatbot with Claude.srt

SRT

6.9 KB

03. 2. Multi-Model Architecture

01. Designing multi-model workflows for scale.mp4

MP4

32.2 MB

01. Designing multi-model workflows for scale.srt

SRT

14.1 KB

02. Choosing the right Claude model.mp4

MP4

14.3 MB

02. Choosing the right Claude model.srt

SRT

6.3 KB

03. Fast intent classification with Claude Haiku.mp4

MP4

17.8 MB

03. Fast intent classification with Claude Haiku.srt

SRT

7.6 KB

04. 3. Guardrails — Security Without Cost

01. Guardrails first Zero-cost safety before model calls.mp4

MP4

6 MB

01. Guardrails first Zero-cost safety before model calls.srt

SRT

3.4 KB

02. Detect PII with local regex Emails and phone numbers.mp4

MP4

17.6 MB

02. Detect PII with local regex Emails and phone numbers.srt

SRT

6.7 KB

03. Block unsafe prompts Injection and jailbreak detection.mp4

MP4

34.4 MB

03. Block unsafe prompts Injection and jailbreak detection.srt

SRT

14.5 KB

05. 4. Evaluation Beyond Accuracy

01. Beyond accuracy Balancing latency, cost, and risk.mp4

MP4

11.1 MB

01. Beyond accuracy Balancing latency, cost, and risk.srt

SRT

5 KB

02. Build AI metrics Timing, tokens, and routing.mp4

MP4

20.4 MB

02. Build AI metrics Timing, tokens, and routing.srt

SRT

7.5 KB

03. Implement status thresholds (redambergreen).mp4

MP4

12.5 MB

03. Implement status thresholds (redambergreen).srt

SRT

5.4 KB

04. Generate evaluation reports with route‑level insights.mp4

MP4

30.6 MB

04. Generate evaluation reports with route‑level insights.srt

SRT

13.3 KB

06. 5. Module 5 Putting It All Together

01. Run the full stack Debug view and metrics dashboard.mp4

MP4

23 MB

01. Run the full stack Debug view and metrics dashboard.srt

SRT

9 KB

02. Review route distribution and cost breakdown.mp4

MP4

29 MB

02. Review route distribution and cost breakdown.srt

SRT

12.6 KB

03. Production practices Logging, human-in-the-loop, and monitoring.mp4

MP4

27.3 MB

03. Production practices Logging, human-in-the-loop, and monitoring.srt

SRT

12.1 KB

07. 6. Conclusion

	01. What you built and where to go next.mp4	MP4	3.8 MB
	01. What you built and where to go next.srt	SRT	1.8 KB

04. Smart routing Directing requests to the right model.mp4

MP4

14.8 MB

04. Smart routing Directing requests to the right model.srt

SRT

7.5 KB

05. Confidence-based fallbacks for edge cases.mp4

MP4

20.7 MB

05. Confidence-based fallbacks for edge cases.srt

SRT

10.6 KB

03. Find chatbot failures Cost, latency, and verification gaps.mp4

MP4

8.6 MB

03. Find chatbot failures Cost, latency, and verification gaps.srt

SRT

4.4 KB

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Claude Code - Designing Multi-Model AI Systems

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