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Product Thinking • PRD Specification ● Published on Medium

Care Pulse: From Frontline Observation to a Battle-Tested PRD & Minimal Check-In System

How I took an emotional impulse — helping care workers decompress after draining shifts — and stress-tested it against real-world human behavior before ever writing code.

Concept Care Pulse Check-In Carer Decompression Tool
Core Deliverable Product Requirements (PRD) Scoping, Edge Cases & Prompts
Philosophy 10-Second Rule Zero cognitive fatigue post-shift
Publication Medium Essay 5 min read • Real case study
Care Pulse PRD and mobile check-in specification preview

1. The Spark: An Idea is Just an Impulse

When working in senior care, you witness emotional fatigue that rarely gets talked about. A carer might spend 12 hours managing non-stop medication rounds, soothing someone through sundowning panic, and assisting a resident in their final hours. At 7:30 AM, they hand over their keys and walk out into the cold morning air completely alone.

During my Dev and Design bootcamp, I set out to build a tool called Care Pulse to check in on care workers after a difficult shift. But as soon as I started sketching it, I fell into the classic beginner trap: I designed an elaborate multi-step survey with 1-to-10 rating sliders.

The Reality Check

"Would an exhausted care worker ever spend 5 minutes on a survey after a draining 12-hour shift? Absolutely not."

2. Poking Holes in My Own Idea: The 4 Questions

Rather than rushing into code to build something nobody would use, I stopped and applied the critical questions that define good product management:

1. Who actually needs it?

Frontline care workers walking off shift. Not management, not HR — the individual worker at the curb waiting for the bus.

2. What exact problem are they having?

Not "lack of surveys". It’s unvoiced emotional isolation and no safety net if a shift went wrong.

3. How are they coping right now?

Bottling it up, venting in WhatsApp groups, or eventually burning out and quitting the profession entirely.

4. What is the simplest thing that helps?

A 1-tap emotional check-in that takes under 10 seconds, with an instant option to request a lead callback.

3. The PRD: Translating Thoughts into Code & Prompts

An idea in your head cannot be built by engineers or AI. You need a PRD (Product Requirements Document). Here is the exact specification I established for Care Pulse:

care-pulse-prd.md Specification Spec
# PRD: Care Pulse (Post-Shift Micro-Checkin)

## 1. Core Constraint: The 10-Second Rule
- Carer MUST be able to complete check-in in under 10 seconds.
- Zero mandatory free-text fields. Zero 1-10 numerical scales.

## 2. Interface Hierarchy
- Screen 1: "How are you walking out?"
  - Option A: "Good / Grounded" [🌱]
  - Option B: "Heavy / Fatigued" [😮‍💨]
  - Option C: "Need a debrief" [🆘]
- If Option C selected:
  - Trigger immediate confidential notification to on-call duty manager.
  - Option to request: "Call me in 15 mins" or "Text me tomorrow".

## 3. Data Privacy & Ethical Guardrails
- Individual sentiment is NEVER exposed to senior management as a performance metric.
- Aggregated ward fatigue trends only (e.g., "Night Shift Ward 4 reported 4 consecutive heavy shifts").
                                

4. Published on Medium

I documented this entire thought journey in my published essay: "I Thought I Was Learning How to Talk to AI; I Was Actually Learning How to Think".

Published Essay

I Thought I Was Learning How to Talk to AI. I Was Actually Learning How to Think.

Read the full personal story of how senior care communication rules mapped directly to prompt engineering and product specification.

Read Full Article on Medium