You turn customer feedback into a buildable spec by decompressing the evidence before you write the ask — Pathmode reads your raw tickets, quotes, and observations, finds the real outcome buried in them, and produces an IntentSpec the agent executes against. Instead of "build a settings page," the agent gets the friction that caused the request, the outcome to protect, and what must not regress.
A team had forty support tickets and a folder of interview notes. Read together, they said one thing: users couldn't tell which of their changes had actually saved. But by the time it reached the build queue, that pattern had been flattened into "add a settings page." The agent built a settings page. It was clean. It didn't touch the problem, because the problem never made it into the ask.
Why writing the ask from memory fails
Writing the build ask from memory is fast, and that's the trap. You read the tickets, form a judgment, and type a one-line instruction — but the evidence and the why stay in your head. The agent receives the compression, not the reasoning behind it. When the instruction and the real outcome conflict, the agent has no way to know, so it optimizes for the words and ships something correct against the ask and wrong against the customer.
Evidence in, executable intent out.
The decompression, step by step
- Raw evidence stays attached — the friction someone hit, the exact words they used, the behavior you observed, the metric that moved, the thing they asked for. It travels with the work instead of evaporating into a one-liner.
- The real outcome gets named — not "a settings page," but "a user can confirm their change persisted without guessing." The pattern across the tickets becomes the thing to build toward.
- That outcome becomes an IntentSpec the agent executes — objective, the evidence behind it, the outcomes to preserve, the edge cases that matter, and how it's verified.
- The "why" is auditable before any code is written — anyone can open the spec and trace the feature back to the tickets that motivated it, not a Slack thread that scrolled away.
By stage
- Solo founder — turn a week of scattered tickets and call notes into one spec instead of free-typing the ask from memory.
- Seed — keep the customer evidence attached to the build, so the agent works toward the pattern, not your paraphrase of it.
- Series A — every agent task traces back to the evidence that justified it; "why did we build this?" has an answer.
- Product ops — stop losing the real signal in the handoff from research to the build queue.
Frequently asked questions
- Why not just summarize the feedback into a prompt myself?
- A summary is your judgment compressed into a sentence — fast, but the evidence and the reasoning don't travel with it. The agent gets your conclusion, not the tickets behind it, so it can't tell when the instruction and the real outcome diverge. Pathmode keeps the evidence attached to the spec, so the "why" reaches the build.
- What kinds of feedback can I turn into a spec?
- Anything that signals what customers actually need — the friction they hit, their own words, behavior you observed, a metric that moved, an explicit request. Pathmode treats each as evidence and groups it into the pattern it points to, then builds the outcome out of that, not out of a single loud ticket.
- Does the agent see the raw feedback, or just the spec?
- Both. The IntentSpec names the outcome to preserve, and the evidence behind each part stays linked, so the agent can read the original tickets and quotes at build time. It builds toward the customer's problem, not just the sentence you typed.
- How is this different from writing a PRD from the feedback?
- A PRD is written from memory, read once, and drifts out of date. An IntentSpec is built from the evidence and handed to the agent at build time — it's executable, and the feedback that justified it is still attached when someone asks why the feature exists.