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AI Engineering

AI-Assisted Software Development

Use conversational coding, prompt design, controlled loops, and security validation to turn model output into maintainable software.

FamilyAI and Local Infrastructure
LevelFoundational to intermediate
Courses9
Estimated time2.25-3 hours
Audience

Software developers, Technical creators, Engineering leads

Outcome

Use conversational coding, prompt design, controlled loops, and security validation to turn model output into maintainable software.

Ordered sequence

Courses in this path

9 courses
Course 0110 modules
Vibe Coding

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0210 modules
Prompt Engineering

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Launch Course
Course 0311 modules
AI Loop Engineering

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Launch Course
Course 0410 modules
Secure Software Development Lifecycle

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0510 modules
AI Assisted Web Application Assessment

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Launch Course
Course 0610 modules
Static Application Security Testing

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Launch Course
Course 0710 modules
Dynamic Application Security Testing

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Course 0810 modules
Secrets Management

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
Course 0910 modules
Secure File Handling

Launch the canonical Truth Surge open course for this step in the path.

Launch Course
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Next steps
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Build a working mental model of private AI, select suitable models, and launch a practical local assistant.

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Build a Local AI Workstation

Turn available hardware into a secure, usable local inference workstation across common desktop platforms.

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AI and Local Infrastructure
Local LLM Operator

Install, tune, expose, monitor, and maintain local model services with multiple serving options.

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