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Jordan Hudgens

Dev Guides

Technical training you can run, not just read.

Each guide pairs a written lesson with hands-on labs that fail on purpose, an anchored assessment and the material to teach it to a room. Companion videos and short clips accompany the guides that have them.

guides
6
hands-on labs
19
AI-generated illustration

Featured · Guide 01 · Intermediate

Build, Break, and Repair a Reliable Tool-Using Agent

Build a bounded agent loop in TypeScript, break it with seeded faults, and repair it so the system of record, not the model's message, decides success.

  • Build a bounded tool-use loop
  • Trace every call to its result
  • Diagnose a seeded failure
Start the guide40 min read · 90 min workshop
  • Written guide
  • Labs
  • Instructor kit
  • Downloads

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  • Guide 06Intermediate
    AI-generated illustration

    Instructor development and assessment

    From Expert to Cleared-to-Teach: Instructor Calibration

    Clear an instructor on observed evidence: score a teach-back with anchors, calibrate two observers, and scope the record to one module version.

    • Written guide
    • Labs
    • Instructor kit
    • Downloads
    59 min read · 4 labs

How every guide is built

Evidence before claims.

  1. 01

    Runnable

    Every lab is executed before publishing, with exact versions, commands and outputs recorded.

  2. 02

    Broken on purpose

    Each guide includes a seeded failure, its symptom, the diagnosis and how to verify the fix.

  3. 03

    Assessed

    Objectives map to a practical task and an anchored rubric, not a recall quiz.

  4. 04

    Teachable

    An instructor kit covers run of show, 12 and 100 learner formats, dry runs and clearance.