Viral/AI

What Changes When 70% of Developers Use AI Tools Daily (Team Dynamics, Not Just Code)

An in-depth analysis of engineering team dynamics when 70% of developers use AI tools daily. Examine PR bottlenecks, senior reviewer fatigue, and junior onboarding.

Sachin SharmaCreator

Aug 1, 2026

5 min read

What Changes When 70% of Developers Use AI Tools Daily (Team Dynamics, Not Just Code)

Featured Resource

Quick Overview

An in-depth analysis of engineering team dynamics when 70% of developers use AI tools daily. Examine PR bottlenecks, senior reviewer fatigue, and junior onboarding.

Engineering Culture AI Productivity Team Dynamics Code Review Software Engineering Tech Leadership

Sachin Sharma

Software Developer & Mobile Engineer

Building digital experiences at the intersection of design and code. Sharing weekly insights on engineering, productivity, and the future of tech.

What Getting Promoted at ESPO in Under Two Months Actually Taught Me

I joined ESPO as a Frontend Developer Intern in July 2025. By September I was a full Software Developer. Here's what actually changed in those two months — and what I don't think it means.

29% of Code Is Now AI-Generated. I Audited Mine to Check

Industry benchmarks vs codebase reality. Read an engineering audit of a production repository to analyze the ratio, quality, and churn of AI-assisted code.