Hands On AI Engineering

Cadence

Weekly

Latest

2026-11-01

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AI Engineering

Based on

12 recent issues

• Covers: Step-by-step engineering for production AI, covering agents, RAG, automated evals, CI testing, and reliability practices.
• For: Software engineers and technical teams building and deploying production AI systems.
• Best for: Developers and engineering teams looking for working code to evaluate and harden AI apps.
• Skip if: Non-technical professionals or business leaders looking for high-level AI strategy without code.

Start with

• Day 26: Calibrating the Judge Against Humans: Explains how to build calibration sets and sort disagreements between AI judges and human labels.
• How to test an AI system when unit tests don't work: Shows how to test non-deterministic LLM outputs when traditional unit tests fail.
• Lesson 23: The CI Gate: Demonstrates translating AI evaluation policy verdicts into automated CI gate exit codes.

Sponsors seen

• LiumSponsor

  Today’s sponsor: Lium Rent H100s by the second Lium is a GPU cloud for AI engineers.

  How to test an AI system when unit tests don't work · 2026-10-27

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