Skip to main content
Workflow galaxy · Class 04

AI cost control in practice: Tokens, models and run budgets

What you'll be able to doWork out the full cost of one task, match the models, and set budget caps and stop rules.

Teachers
Wisely Chen
Duration
About 30 min
Release date
2026/11/30
NT$ 4040 NT$ 8980
See plans

Buy the Workflow galaxy to get all 5 classes, including this one.

Wisely Chen
Wisely ChenAI Startup Executive

In this class

What this class covers

  1. 01Match models to task difficulty and reserve costly models for critical judgments
  2. 02Manage context and tool calls to control task execution costs
  3. 03Limit retries and agent steps to bound task execution
  4. 04Distinguish per-task, daily, and per-user budget caps and stopping mechanisms

Available on 2026/11/30.Lessons will be listed here once released

Instructor

Learn with Wisely Chen

Wisely Chen

Wisely Chen

AI Startup Executive

  • Over 20 years of experience in the IT industry, including roles as a Google Cloud consultant and enterprise Data & AI lead
  • Currently an executive at an AI startup, focused on enterprise AI architecture
  • Drives AI agents, on-premise LLMs, workflow automation, and digital transformation in traditional industries

Wisely Chen also teaches

Workflow · 5 classes

5 courses in Workflow

One price covers all 5 classes. Start with the one you want.

  1. 01 AI's two limits: Too much to read, different every timeEric Wu · About 30 min
  2. 02 How to check AI output: Human, AI and independent adversarial checksPeggy Lo · About 25 min
  3. 03 Working with AI like an engineer: Specs, task breakdown and controlled deliveryRichard Lee · About 20 min
  4. 04 AI cost control in practice: Tokens, models and run budgetsWisely Chen · About 30 min This course
  5. 05 Sort workflow steps: Break down a customer-support flowEric Wu · About 40 min
See the Workflow galaxy

Plans

This price ends in 0d05:54:30
NT$4,040List priceNT$8,980
  • AI Workflow Design, 5 lessons
  • 12-month access, counted per lesson
  • Includes 1 AI skills assessment
  • 0% interest on 3, 6, or 12 installments (not for foreign cards)

Multi-buy2 items 10% OFF · 3+ items 15% OFFSee multi-buy

Courses open 2026/11/30 17:00

This price ends in 0d05:54:30

All six galaxies, one price

  • All 6 galaxies, all 35 lessons unlocked
  • 12 months of access, counted per lesson
  • Includes 6 AI skills assessments
  • 0% installments over 3, 6 or 12 months (not valid for foreign cards)
NT$12,800Bought separately List priceNT$50,090 Save NT$9,000 vs. buying separately
NT$4,040List priceNT$8,980 See plans