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Hands On "AI Engineering"

AI Engineering, sysdai, sdr, Devops
Tens of paid subscribers

Hands On "AI Engineering Course' With "AI Powered Quiz" Implementation, Learn How to Build from Scratch.

Platform
Substack
PricingFreemiumPublishesDaily
Issues202Foundeda year agoLast Issue39 hours ago
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Latest Issues

Lesson 16: The Eval Case Intake Process

Today we build:

Today we build:

39 hours ago
4
Paid

Lesson 15: Writing Your First Golden Eval Cases

Today we build:

  • 7 new golden cases, closing Day 14’s coverage gaps in cancellation, pricing, and out-of-scope

  • The first real eval run — every case actually scored against the pipeline, not just browsed

  • Three genuine...

5 days ago
5

Lesson 14: Designing the Golden Dataset Schema

Today we build:

  • A GoldenCase schema with real validation — invalid categories, missing fields, and duplicate IDs are actually rejected

  • A persisted dataset that saves to JSON and reloads with a verified round trip

*...

9 days ago
6
1

Lesson 13: Why AI Outputs Need Eval Cases, Not Unit Tests

Today we build:

Today we build:

12 days ago
5
Paid

Lesson 12: Baseline Measurement — How the System Fails Today

Today we build:

  • A stress test suite targeting three real, verified weaknesses, not the comfortable cases the pipeline already handles well

  • A quantified baseline: 3 of 8 stress cases handled correctly — low on purpose

...

16 days ago
7
2

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  • AI Engineering

    Whether you’re looking to pivot your career, supercharge your current role, or simply understand the tech shaping our world, AI Engineering is your roadmap.

  • sysdai
  • sdr
  • Devops
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