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AI That Cuts the Busywork

How We Freed Engineers to Focus on What Matters

Overview

At scaling startups, every hour wasted on paperwork is an hour not spent building. Here's how we used smart automation to eliminate two of our biggest time-wasters.

How We Freed Engineers to Focus on What Matters

The Problem: Valuable Hours Lost to Process

What We Actually Built

Smart test assistant that reads tickets and suggests test cases automatically, cutting 2/3 of those endless "what does this do?" meetings between teams.

Automatic release notes that turn completed tickets into clear updates for leadership, done in minutes instead of hours with perfect accuracy.