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Roadmap0/111

Week 9Observability, AI-SDLC, secure release, and red-team automation

0/6
Active project
Shared CI/CD Controls (D8, D12) + Project 2 (D6, Model Extraction)
Interview focus · 2 h/day outside the 555
CI/CD gates for non-deterministic AI systems, structured decoding vs. server-side validation, XSS/Markdown sink sanitization, and defending APIs against model extraction.

This week

6 study days
  1. Day 49Add container scanning and model-artifact inventory to the…
    M1M8D12
  2. Day 50Build a compact security regression suite for prompt injection
    S8M8D8
  3. Day 51PyRIT / Garak Scheduled Fuzzing
    S8M8D8C12
  4. Day 52Implement output validation with Pydantic/JSON Schema
    S7D6
  5. Day 53Study grammar-constrained generation and structured decoding
    S7D6
  6. Day 54Model Extraction Threat Model
    S9