Claire Ang · 2024-09-30
Latency heat maps that product managers can read
Percentile charts intimidate partners who think in screens, not histograms. Overlay journey steps atop latency bands so the conversation stays anchored to user intent. If checkout step three spikes while step one stays flat, that story is easier to prioritise than abstract p99 noise.
Second paragraph: pick colours sparingly. Heat maps should highlight violations, not decorate slides. Limit palettes to two alarm tones plus a neutral baseline so colour-blind teammates can still orient quickly.
Third paragraph covers cadence. Heat maps decay if nobody refreshes the definitions after refactors. Schedule a quarterly review with product to rename steps, retire dead endpoints, and align on which journeys deserve tighter objectives.
Finish with a caution: heat maps summarise; they do not diagnose. Pair every heat-map slide with one deep link into traces or logs so engineers leave the room with a next step, not just a mood.
Tags: latency, product collaboration, SLO