Writing on AI-native work

How the best people actually work with AI — for engineering and beyond — and how we measure it.

27 June 2026 · 15 min read

Working AI-Native: A Field Guide to Coding and Knowledge Work in 2026

The durable craft of working with AI — for engineers and everyone else. What the best practitioners actually do, what separates them from the people producing “workslop”, and the primary sources to learn it from.

Guides

Guide

What is agentic hiring?

How an AI agent ingests applicants, screens, assesses, and advances the routine funnel — while humans retain irreversible and ambiguous calls.

Guide

AI-native hiring

What changes when hiring is built around an agent from the ground up, not bolted onto a legacy ATS.

Guide

AI-native assessments

Measuring how people actually work with AI — the five dimensions scored from a real working session.

Guide

How Taali compares

Sourced, evidence-first comparisons against HireVue, Metaview, Fabric, HeyMilo and Ribbon — every claim cited to the vendor’s own documentation.

Guide

HireVue alternatives

What to look for when replacing a video-interview platform, and how the evidence-first approach differs from scoring a recording.

Measure how candidates actually work with AI

Take the interactive product walkthrough — pre-loaded with a real role, no signup — or book a 20-minute demo with a founder.