AI & Automation · Self-paced course
Prompt Operations at Scale
Manage prompts like production assets — versioned, tested, reviewed and monitored — across a team or product.
$297
One-time payment · Self-paced course · 6 modules · 18 lessons
Enroll now — $297Read a free preview lesson
What this is
Learn to run prompts across a team or product: prompt libraries, templates and variables, version control, regression testing, monitoring and safe rollout of prompt changes. The course is organized into 6 modules — prompts as assets, versioning, testing, review and release, monitoring and governance — with 18 lessons in total, so you build the skill in a sensible order and can return to any part when you need it.
It does not promise that any prompt will perform perfectly or stay stable when models change. It teaches the operational practices — templates, evaluation, review and monitoring — that reduce surprises when prompts are used at scale.
What you will be able to do
- Structure prompts as reusable templates with variables
- Store and version prompts with a clear change history
- Build test sets and run evaluations before releasing changes
- Set up review and approval for prompt changes
- Monitor prompt performance, cost and failures in production
The curriculum
Module 1
Prompts as assets
- From ad-hoc prompts to operations
- Prompt templates and variables
- Ownership and naming
Module 2
Versioning
- Storing prompts
- Change history
- Rolling back
Module 3
Testing
- Building test cases
- Automated and human evaluation
- Regression testing
Module 4
Review and release
- Review checklists
- Staged rollouts
- Model upgrades
Module 5
Monitoring
- Logging inputs and outputs
- Quality signals
- Cost and latency
Module 6
Governance
- Access and permissions
- Sensitive data handling
- Documentation
This is for you if…
- Your team has prompts scattered across documents and code
- A model or prompt change has broken something unexpectedly
- You run AI features in a product or internal tool
- You lead or support an AI enablement effort
What you get
- 18 lessons across 6 modules — the preview lesson is available now and the remaining lessons are released in stages
- A free preview lesson you can read before you buy
- One-time payment of $297 — no subscription
- Self-paced study with no deadlines or live sessions
- Practical steps you can apply to your own work as you go
Questions
Is a certificate, license or credential awarded?
No. This course does not award any certification, license, accreditation or professional credential. It is educational content to help you build practical skills.
Can I read a lesson before I buy?
Yes. One lesson is free to read — use the “Read a free preview lesson” button at the top of this page.
Are all the lessons available now?
Not yet. The free preview lesson is published now, and the remaining lessons are being released in stages. Enrolling gives you access to each lesson as it is published, at no extra cost.
How is the course delivered?
It is a self-paced online course. There are no deadlines, live sessions or set start dates; you work through the lessons when it suits you.
How do I pay?
Payment is a one-time charge through the Skill Stack Suite checkout. There is no subscription.
Do you promise any results?
No. The course is educational. It does not promise any income, earnings, job, promotion or business results — what you get from it depends on your situation and how you apply it.
Prompt Operations at Scale
$297
One-time payment · Self-paced course · 6 modules · 18 lessons
Enroll now — $297Educational content only. This course does not promise any income, earnings, revenue, job or business results; outcomes depend on your own situation and effort. No certification, license or professional credential is awarded.