Claude Code - Designing Multi-Model AI Systems

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size369.3 MB
  • Uploaded Byfreecoursewb
  • Downloads261
  • Last checkedMay. 03rd '26
  • Date uploadedMay. 01st '26
  • Seeders 22
  • Leechers4

Infohash : 0BCCAA74575CE75C1F6BF2C3DA35984490467FEA

Claude Code: Designing Multi-Model AI Systems

https://WebToolTip.com

Released 4/2026
With Isil Berkun
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 2h 5m | Size: 369 MB

Develop skills in routing, guardrails, and evaluation as you learn how to design and implement production-ready multi-model AI systems with Claude Code.

Course details
Use multi-modal AI systems with Claude Code to transform the way you approach AI developments. Dr. Isil Berkun, AI educator and founder of DigiFab.AI, shows you how to implement effective routing, fallback, and guardrail strategies. Explore ways to optimize decision quality, job robustness, and safety through a comprehensive evaluation pipeline that examines latency, cost, and routing outcomes. Build the practical skills you need to create resilient and maintainable AI systems, through hands-on exercises. Perfect for applied ML engineers, AI-focused individual contributors, and technical leaders, this course offers insights on mapping tasks to proper models and efficiently operating AI systems with human-in-the-loop reviews and incident response. By the course's end, you'll have completed a Claude Code project showcasing a scalable, production-ready AI system.

Skills covered
Anthropic Claude, Generative AI, Claude Skills

Files:

[ WebToolTip.com ] Claude Code - Designing Multi-Model AI Systems
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 01. Introduction
    • 01. Multi‑model AI systems and demo final project.mp4 (7.5 MB)
    • 01. Multi‑model AI systems and demo final project.srt (2.4 KB)
    02. 1. The Single-Model Trap
    • 01. The single model trap Why AI products fail at scale.mp4 (23.3 MB)
    • 01. The single model trap Why AI products fail at scale.srt (11.0 KB)
    • 02. Build a chatbot with Claude.mp4 (14.3 MB)
    • 02. Build a chatbot with Claude.srt (6.9 KB)
    • 03. Find chatbot failures Cost, latency, and verification gaps.mp4 (8.6 MB)
    • 03. Find chatbot failures Cost, latency, and verification gaps.srt (4.4 KB)
    03. 2. Multi-Model Architecture
    • 01. Designing multi-model workflows for scale.mp4 (32.2 MB)
    • 01. Designing multi-model workflows for scale.srt (14.1 KB)
    • 02. Choosing the right Claude model.mp4 (14.3 MB)
    • 02. Choosing the right Claude model.srt (6.3 KB)
    • 03. Fast intent classification with Claude Haiku.mp4 (17.8 MB)
    • 03. Fast intent classification with Claude Haiku.srt (7.6 KB)
    • 04. Smart routing Directing requests to the right model.mp4 (14.8 MB)
    • 04. Smart routing Directing requests to the right model.srt (7.5 KB)
    • 05. Confidence-based fallbacks for edge cases.mp4 (20.7 MB)
    • 05. Confidence-based fallbacks for edge cases.srt (10.6 KB)
    04. 3. Guardrails — Security Without Cost
    • 01. Guardrails first Zero-cost safety before model calls.mp4 (6.0 MB)
    • 01. Guardrails first Zero-cost safety before model calls.srt (3.4 KB)
    • 02. Detect PII with local regex Emails and phone numbers.mp4 (17.6 MB)
    • 02. Detect PII with local regex Emails and phone numbers.srt (6.7 KB)
    • 03. Block unsafe prompts Injection and jailbreak detection.mp4 (34.4 MB)
    • 03. Block unsafe prompts Injection and jailbreak detection.srt (14.5 KB)
    05. 4. Evaluation Beyond Accuracy
    • 01. Beyond accuracy Balancing latency, cost, and risk.mp4 (11.1 MB)
    • 01. Beyond accuracy Balancing latency, cost, and risk.srt (5.0 KB)
    • 02. Build AI metrics Timing, tokens, and routing.mp4 (20.4 MB)
    • 02. Build AI metrics Timing, tokens, and routing.srt (7.5 KB)
    • 03. Implement status thresholds (redambergreen).mp4 (12.5 MB)
    • 03. Implement status thresholds (redambergreen).srt (5.4 KB)
    • 04. Generate evaluation reports with route‑level insights.mp4 (30.6 MB)
    • 04. Generate evaluation reports with route‑level insights.srt (13.3 KB)
    06. 5. Module 5 Putting It All Together
    • 01. Run the full stack Debug view and metrics dashboard.mp4 (23.0 MB)
    • 01. Run the full stack Debug view and metrics dashboard.srt (9.0 KB)
    • 02. Review route distribution and cost breakdown.mp4 (29.0 MB)
    • 02. Review route distribution and cost breakdown.srt (12.6 KB)
    • 03. Production practices Logging, human-in-the-loop, and monitoring.mp4 (27.3 MB)
    • 03. Production practices Logging, human-in-the-loop, and monitoring.srt (12.1 KB)
    07. 6. Conclusion
    • 01. What you built and where to go next.mp4 (3.8 MB)
    • 01. What you built and where to go next.srt (1.8 KB)
    • Bonus Resources.txt (0.1 KB)

Code:

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