Trails / Agent Safety and Memory

Agent Safety and Memory

6 parts ~95 min total engineering operations business
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Parts

  1. Part 1

    The Memory Problem

    Why AI Agents Forget Everything and What To Do About It

    16 min
  2. Part 2

    MCP Is an Interface Boundary

    Why agent tools need typed contracts, policy, and confirmation instead of clever prompt glue

    16 min engineering operations
  3. Part 3

    The Injection Problem

    Defending LLM agents against prompt injection when they read the world

    18 min engineering operations
  4. Part 4

    The Quiet Teammate

    What Happens When an AI Agent Picks Up the Work Nobody Owns

    16 min
  5. Part 5

    Please Do Not Worship the Robot

    A theatrical reminder that Q is useful because the team makes him show his work

    11 min business engineering operations
  6. Part 6

    Surviving the Upgrade

    What happens when the ground shifts under a running AI agent — and how three days of misdiagnosis led to a five-minute fix

    18 min engineering operations