Lion Cipher Lab

Build an Indications & Warning matrix so you see it coming

Why it matters

Almost everything in cyber threat intelligence is about explaining an attack after it has happened. Indications & Warning is the branch that tries to tell you it is coming while there is still time to do something — and it is the oldest, most battle-tested discipline in the whole intelligence profession, because entire wars have turned on whether somebody issued a warning or sat on one. The uncomfortable finding from every post-mortem of every strategic surprise is the same: the information was usually there. Pearl Harbor was not an intelligence blackout; it was a flood of ambiguous signals…

What you'll learn

Steps in this lab

  1. Three words that are not synonyms: indicator, indication, warning
  2. What an I&W matrix is — and the one situation where you should NOT build one
  3. Why this, not a threat feed: the matrix names the decision in advance
  4. The scenario — and the innocent explanation you must beat
  5. Make the file — this is a real artifact, not a thought experiment
  6. Column by column, with the first row worked longhand
  7. Draft rows 2 to 10 — derive indicators from behaviour, not from a feed
  8. The three tests that kill bad indicators
  9. The heart of the lab: delete the rows that fail
  10. Thresholds, the two-sided cost, and the standing-warning trap
  11. Warning is a judgement under uncertainty — so write it like one
  12. The handoff: turn every surviving row into a CR or a DR
  13. What you actually built

Open the full interactive lab →