About

The Ladder team

Philosophy

If you can’t measure it, you’re guessing.

Saxifrage started in 2020 as a holding company for growth experiments: thousands of A/B tests, marketing mix models and viral loops, written up so other people could reuse what worked.

The same instinct now points at AI. Most teams ship prompts and agents on vibes because there is no obvious metric. I spend my time building the evals, judges and optimization loops that give you a number — and then making that number go up.

Everything I learn still gets published here. The growth marketing archive is intact; the new work sits alongside it.

Founder

Michael Taylor

Michael Taylor

Founder

About Michael

History

Company history

A few milestones, drawn from the projects and posts on this site.

2016

Ladder

Co-founded Ladder, a growth marketing agency that grew to 50 people and ran thousands of experiments for clients like Booking.com.

2017

LinkedIn Learning

Recorded Advanced Google Ads, Excel for Marketers and Marketing Analytics courses for LinkedIn Learning.

2020

Saxifrage founded

Founded as a holding company for growth experiment ideas. Launched Vexpower, a marketing mix modeling training simulator, and Python for Marketers.

2022

Prompt engineering

Started writing about prompt engineering for generative art and copy — the beginning of the AI archive on this blog.

2024

O’Reilly book

Co-authored Prompt Engineering for Generative AI (O’Reilly), after a Udemy bootcamp on the same topic.

2025

Evals

Building synthetic research tools and eval patterns like the Pairwise Gold Triad for subjective LLM tasks.

2026

Second O’Reilly book

Published Context Engineering with DSPy (O’Reilly): self-optimizing prompt pipelines for building reliable AI agents.

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