Featured project
empath

1:1s that actually build people

AI-powered 1:1 management built for Engineering Managers who give a damn about their team's growth. Built solo in 48 hours and shipped to production.

7 min

avg 1:1 logging

fewer surprises

48h

built solo

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The problem

Every EM's 1:1s are disconnected from growth

Notes live in scattered docs. Action items get lost between sessions. There's no running record of what was discussed, promised, or resolved.

By the time a performance review comes around, the EM is reconstructing history from memory — and the engineer feels unseen.

Before

“I wrote notes somewhere… let me find them before the next 1:1. Oh, that action item from three sessions ago? I forgot.”

With EMpath

Open action items surface automatically. Themes emerge from the pattern intelligence layer. Every session builds on the last.

Product walkthrough

Three screens. One coherent system.

01 Dashboard

Your team, at a glance

Every engineer, their last 1:1 date, and open action items — in one view. No more hunting through notes to remember where you left off.

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EMpath team dashboard with engineer list and Start 1:1 actions
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EMpath structured 1:1 session with notes and action items
02 Structured 1:1

Notes, actions, and sentiment in one place

Each session builds on the last. Action items carry forward automatically. Nothing disappears between meetings.

03 Pattern Intelligence

Recurring themes surface automatically

AI reads across every session to find the patterns you'd otherwise miss — growth blockers, recurring concerns, momentum shifts.

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EMpath pattern intelligence and AI growth suggestions

Why it works

Built for how EMs actually think

Pattern Intelligence

AI detects recurring themes across sessions and surfaces them before your next 1:1.

Structured 1:1 workspace

Session details, open action items, and private notes — all in one consistent place.

AI-grounded suggestions

Growth suggestions tied to actual session notes, not generic advice.

How it was built

Solo. 48 hours. Shipped to production.

EMpath started as a weekend experiment and shipped as a fully working product. Role-based routing for EMs and engineers, invite-based onboarding, AI growth suggestions grounded in session notes — all production-quality, all solo.

The privacy model was a deliberate design constraint: raw EM notes never reach engineers. The AI synthesises them into structured growth summaries that are safe to share.

Next.jsNode.jsPostgreSQLClerkClaude APIAWS Bedrock
empath

Ready to try it?

Free forever. No credit card. Works in under 5 minutes.

Open useempath.app ↗