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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
  • 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
    • Guardrails and Human in the Loop
      • Permission Tiers and Least Privilege
      • Sandboxing and Approval Gates
      • Rate, Cost Limits and Audit Logs
      • Secret Handling
      • Prompt Injection from Files and Logs
    • Evaluating and Operating Agents
  • Interview and Judgment10
  • AI Skills: Full Course Index
  • Working with AI Glossary
  • Working with AI Cheatsheet
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‹Guardrails and Human in the Loop
  1. Topics
  2. AI Skills for VLSI Engineers
  3. Agentic Workflows for Chip Teams
  4. Guardrails and Human in the Loop
  5. Secret Handling

Reference: Agentic Workflows for Chip Teams · Beginner to Intermediate

Secret Handling

Which strings count as secrets and the handling rules that keep them out of agent context.

On this page

    What counts as a secret

    A secret is any string that grants access or identifies restricted IP. Passwords, tokens, keys, and unreleased RTL all qualify.

    The list is team-owned and checked by pattern plus path. Anything matching is treated as restricted before the agent sees it.

    Class

    Example shape

    Why it is restricted

    Credentials

    Passwords and short-lived tokens

    They grant access to machines or services.

    Keys and certificates

    Private keys and signing material

    They impersonate the owner.

    Restricted IP

    Unreleased RTL and test keys

    They leak product or customer data.

    Handling rules

    Three rules keep secrets out of agent context. Never paste them in, never let tools print them, and never store them beside the task.

    Redaction happens before context assembly. The agent receives a placeholder and the run continues without the value.

    Rule

    Practice

    Checker action

    Do not paste

    Keep credentials out of prompts and tickets

    Deny reads of secrets/, keys/, .ssh/.

    Do not print

    Mask values in logs and diffs

    Replace matches with [redacted].

    Do not store

    Keep secrets in a vault, not the repo

    Block writes carrying key shapes.

    A redaction pass

    One deterministic pass scans text before it enters context. It counts placeholders so review can confirm coverage.

    plaintext
    1
    2
    3
    4
    5
    6
    7
    EXAMPLE scan over 200 pasted lines
    credential matches: 6 lines
    key-shape matches: 4 lines
    restricted-path mentions: 2 lines
    redacted lines = 6 + 4 + 2 = 12 lines
    share = 12 / 200 = 0.06 = 6%
    clean lines passed through = 200 - 12 = 188 lines

    Common mistakes

    Common pitfall

    Masking the live value but quoting the ticket that contains it leaks the same secret. Redact every copy in the assembled context, not just the first.

    Interview

    Likely probes: the three rules and the placeholder habit.

    • Paste, print, and store rules keep values out of prompts, logs, and repos.

    • Redaction precedes context assembly and uses placeholders.

    • Vault paths stay outside the sandbox; the agent never receives them.

    Check yourself A log line holds a token. The agent needs the event but not the token. What should it receive?

    The line with the token replaced by a placeholder. The event stays readable while the value stays out.

    Check yourself A proposed read targets keys/signing.pem. What is the checker verdict?

    Deny. Key paths are restricted regardless of approval.

    Related topics

    • Rate, cost limits and audit logs

    • Data, privacy and IP

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    See also

    • Permission Tiers and Least Privilege
    • Sandboxing and Approval Gates