Hand-drawn line art of a long desk — a heap of loose tickets at one end, a small robot sorting them into banded stacks in the middle, and a second robot holding one stack up against a shelf of bound articles with a magnifying glass

Turning a Ticket Queue into an FAQ Backlog: Group First, Compare Second

Your ticket queue already contains the FAQ you haven’t written. To get it out, group the questions before comparing them against what you have — and count not just how many customers asked, but how long they kept asking. The backlog was written by the people who will read it. Someone answers the same question for the fourth time in two weeks, notices, and writes an FAQ article if the week is quiet. That is how most knowledge bases grow. It works, and it has a predictable blind spot: it finds the questions that annoy whoever is on shift, and misses the ones spread thinly enough that nobody noticed — which are exactly the ones a written article serves best. ...

September 3, 2026 · 13 min · Jared Lee
A robot at an on-call desk sorting incoming alerts while a human engineer drinks coffee with one tidy summary on the screen

What Customers Want When Things Break: An On-Call Reframe

Step back to what the customer actually wants when things break, and the answer is short — service works, fix is fast, customer informed, no repeats. PagerDuty, Grafana, Datadog, Sentry, Slack — each does its job, and each does it well. But those are the team’s tools, not the customer’s vocabulary. The implementation reflects a specific constraint: every layer of the existing stack was designed around what humans need to do incident response. When the responder changes from human to agent, the right question isn’t “what does each tool become.” That’s tool-first thinking, and it accidentally preserves the existing shape. The cleaner question is layer by layer: does this layer’s function exist for the customer, or does its form exist because humans need it? Functions survive — customers are permanent. Forms are up for renegotiation when the actor doing the work isn’t a human anymore. ...

May 13, 2026 · 12 min · Jared Lee
Confused customer with laptop while engineer watches dashboards

Time to Customer Awareness: the Incident KPI No One Measures

In most incident response pipelines, customers begin experiencing impact at minute zero. Within a few minutes, the first support tickets arrive. By minute ten, customer-initiated posts appear in shared channels. Public status pages are typically updated somewhere between thirty and ninety minutes. The gap between when a customer first feels impact and when that customer is formally told is a measurable, important, and almost universally unmeasured KPI. Call it Time-to-Customer Awareness, or TTC-Aware. ...

February 1, 2026 · 6 min · Jared Lee