AI-Era Engineering & Autonomous Workflows

Precision prompting, output auditing, ground-truth debugging, LLM API integration, and agentic workflows.

2 weeks · wk 9–10Core / deep pace5 topics15 Interview Questions

Why this pace:AI coding tools are transforming software delivery. Engineers who master prompt architecture, verification, and autonomous agent orchestration have a 10x advantage.

SEC FOCUS

Audit AI-generated dependencies for hallucinated package names (dependency confusion) and enforce sandboxed execution.

Topics & Action Items (5)

AI Code Verification & Hallucination Auditing

3 hrs

Developer Prompting & Context Window Management

2.5 hrs

LLM APIs, Structured Outputs & Tool Calling

3 hrs

Vector Embeddings & Semantic Search Basics

2.5 hrs

Ground-Truth Debugging vs Guess-and-Check

2.5 hrs

Previous Stage

Professional Habits & Engineering Hygiene

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