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Course contents

  • Getting Started with AI for VLSI Engineers5
  • Just Enough AI: Models and Context15
  • Prompting13
  • Trust and Verification14
  • Using AI for Engineering Work17
    • RTL and Testbench Assistance
    • Debugging with AI
    • Scripts and Automation
      • Reviewing Generated Scripts
      • Idempotence and Dry-Run Flags
      • Testing a Script on a Copy
      • A Small Static Checker for Scripts
    • Data, Privacy and IP
  • Engineering Walkthroughs7
  • Practical Foundations for AI Workflows4
  • Engineering Data5
  • Retrieval-Augmented Generation6
  • Agents and Tool Use18
  • Agent Design8
  • MCP and Skills6
  • Multi-Agent Design6
  • Practical Capstone6
  • Tokens, Cost and Latency12
  • Agentic Workflows for Chip Teams18
  • Interview and Judgment10
  • AI Skills: Full Course Index
  • Working with AI Glossary
  • Working with AI Cheatsheet
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‹Using AI for Engineering Work
  1. Topics
  2. AI Skills for VLSI Engineers
  3. Using AI for Engineering Work
  4. Scripts and Automation

Everyday Engineering Assistance · Beginner to Intermediate

Scripts and Automation

Drafting helper scripts with an assistant, then reviewing, previewing and testing them.

  • 4topics
  • 4lessons

An assistant can draft small helpers in Python, shell, Tcl or Make, but every generated line runs with the user's own permissions. This topic shows how to review each draft, preview it with a dry run, and try it on a copy first.

Gates from draft to approved run.
A draft passes review, dry run and copy trial before any approved run.

Safeguard

What it catches

Review

Destructive commands, wrong paths and over-wide globs.

Dry run

The exact files a step would touch, without touching them.

Copy trial

Real effects on disposable data before live data is at stake.

Pattern checker

Repeat occurrences of known risky spellings.

Lesson

What it covers

Reviewing Generated Scripts

Destructive commands, paths, globs and a first review pass.

Idempotence and Dry-Run Flags

Rerunnable steps, preview flags and rerun arithmetic.

Testing a Script on a Copy

Copy trials, small fixtures and result comparison.

A Small Static Checker for Scripts

A runnable checker for risky shell patterns and its limits.

Check yourself A generated cleanup script looks correct and the directory listing matches. Why run it on a copy first?

The listing shows names, not effects. A copy trial shows what the script changes before live files are at stake.

Interview

State the four gates in one breath: read the draft, dry-run it, try it on a copy, and keep a person approving destructive steps.

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See also

  • RTL and Testbench Assistance
  • Debugging with AI
  • Data, Privacy and IP