Skip to content
DenseChip
Learn
PracticeCode labInterview

DenseChip

Navigate

Menu

LearnPracticeCode labInterview

Tools

All toolsSV editorCode repoResume
DenseChip

Practice, courses, and chip-design tools in one focused workspace.

LearnPracticeCode labInterviewToolsLearning paths

© 2026 DenseChip

AboutContactPrivacyTerms
Skip to lesson

Course contents

  • Getting Started with AI for VLSI Engineers5
  • Just Enough AI: Models and Context15
  • Prompting13
  • Trust and Verification14
  • Using AI for Engineering Work17
  • 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
    • Regression Triage Agent
    • Lint-and-Fix Loops
      • Anatomy of the Loop
      • Acceptance Rules and the Test Suite
      • Limits and Failure Modes
      • A Loop Simulator with a Fake Fixer
    • Guardrails and Human in the Loop
    • Evaluating and Operating Agents
  • Interview and Judgment10
  • AI Skills: Full Course Index
  • Working with AI Glossary
  • Working with AI Cheatsheet
Loading lesson

‹Agentic Workflows for Chip Teams
  1. Topics
  2. AI Skills for VLSI Engineers
  3. Agentic Workflows for Chip Teams
  4. Lint-and-Fix Loops

Reference: Agentic Workflows for Chip Teams · Beginner to Intermediate

Lint-and-Fix Loops

Run lint, propose a patch in a scratch copy, rerun checks, and stop on no improvement.

  • 4topics
  • 4lessons

A lint-and-fix loop runs a linter, hands the diagnostics to a model, applies the proposed patch in a scratch copy, and reruns lint and tests. It keeps a patch only when the checks improve and stops when they do not.

Lint-and-fix loop from diagnostics to accept or stop.
Diagnostics flow into a proposed patch, and only a patch that improves the rerun survives.

Lesson

What it covers

Anatomy of the loop

The five stages, a schematic pass, and a worked cost budget.

Acceptance and tests

The acceptance rule and why the test suite is the safety net.

Limits and failure modes

Symptom fixes, silenced checks, and oscillating patches.

Loop simulator

A deterministic simulator with a fake fixer and a stop rule.

Check yourself The rerun shows fewer lint hits but a failing test. Does the loop keep the patch?

No. The acceptance rule needs both fewer hits and a green suite, so the patch is dropped and the loop reports the failure.

Interview

Carry one sentence: lint produces diagnostics, a model proposes, the patch lands in a scratch copy, the rerun decides, and no improvement stops the loop.

PreviousNext: Anatomy of the Loop

Up next

Up nextAnatomy of the Loop

Sign in to save progress

Practice this lessonReport an error

See also

  • Regression Triage Agent
  • Guardrails and Human in the Loop
  • Evaluating and Operating Agents