CSE Roadmap

Level 10 of 14 · about 3 weeks

Safety, security and governance

Assume text from the outside world is hostile and design the agent so one bad input cannot do real damage.

Modules

  1. 1

    Prompt injection

    Direct and indirect attacks, and why filters alone fail

    Core 3 parts · about 4 hours

  2. 2

    Excessive agency and least privilege

    Limiting what a compromised agent can do

    Core 3 parts · about 4 hours

  3. 3

    Sandboxing

    Isolating code, files and network access

    Core 3 parts · about 4 hours

  4. 4

    Guardrails and validation

    Checking inputs, outputs and tool arguments

    Core 3 parts · about 4 hours

  5. 5

    Approvals for risky actions

    What needs a human, and how to ask well and verifiably

    Core 3 parts · about 4 hours

  6. 6

    Data privacy

    Personal data, redaction, retention and erasure in agent systems

    Core 3 parts · about 4 hours

  7. 7

    Threat modelling

    Mapping an agent's attack surface and choosing what to fix first

    Common 3 parts · about 3 hours

  8. 8

    Red-teaming

    Attacking your own agent systematically, and measuring the fix

    Common 3 parts · about 4 hours

  9. 9

    Accountability and escalation

    Audit logs, severity, who gets paged, and how to stop an agent

    Specialist 3 parts · about 3 hours

  10. 10

    Regulation basics

    EU AI Act, GDPR, US state laws, and turning rules into release gates

    Specialist 3 parts · about 3 hours