Validation

The Need for Continuous Validation to Guarantee Sanity for Detection Systems

2025-08-13

Security posture decays by default. If you don’t test continuously, you’re gambling that nothing important has changed since last week. In modern systems, that gamble loses.

Why Posture Decays:#

  • Config drift: “temporary” exceptions become permanent; defaults change silently.
  • Release velocity: schemas and behaviors evolve; rules lag behind.
  • Human factors: rotations, handoffs, and cognitive overload introduce inconsistency.

Symptoms You’ll Recognize:#

  • A rule praised during a tabletop misses the real incident six weeks later.
  • QA runs pass, but the prod path includes an extra proxy or queue.
  • Backlog grows; gaps identified in retros are not re‑tested after fixes.

Assumptions to Replace With Evidence:#

  • “We have coverage for X” → Show replays and timestamps from last 7 days.
  • “Latency is acceptable” → Show edge‑to‑alert distribution under stress.
  • “Parsers are fine” → Show field completeness trend and drift alerts.

A Simple, Repeatable Model:#

1) Prioritize 10–15 adversary techniques tied to your crown jewels. 2) Automate replays on canaries daily; full estate weekly. 3) Collect coverage, MTTD, and precision; publish deltas and owners. 4) Inject small doses of chaos monthly (delay, drop, format tweaks). 5) When a fix ships, auto re‑run the exact test and attach proof to the ticket.

What Good Looks Like:#

  • Gaps are found in practice, not in post‑mortems.
  • Fixes come with proof and persist across deploys.
  • Leaders see risk trendlines, not anecdotes.

Starting From Zero in 2 Weeks:#

  • Week 1: select scenarios, build a tiny replay harness, wire health metrics.
  • Week 2: schedule daily replays, publish the first coverage baseline, pick 3 fixes.

Where tools can help: If you want a pre‑built loop for replay, chaos, measurement, and automatic re‑validation, VanatorX can help. If not, the cadence above still works with a handful of scripts.