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Atticus Li

I build solo tools and document what gets them used: what shipped, what failed, and what moved real users. Built Jobsolv to 35K+ users; now building GrowthLayer.

Location Austin, TX, USA Joined Joined on  Personal website https://atticusli.com

Work

Founder of Jobsolv and GrowthLayer

How I Debug SaaS Cold Outreach Before Sending More Emails
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How I Debug SaaS Cold Outreach Before Sending More Emails

#saas #startup #marketing #webdev
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3 min read
Calibration Training: What 20 Years of Forecasting Tournaments Say About Trusting Your Gut
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Calibration Training: What 20 Years of Forecasting Tournaments Say About Trusting Your Gut

#learning #productivity #softwareengineering
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7 min read
A/B Test Sample Size & MDE Calculator Guide
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A/B Test Sample Size & MDE Calculator Guide

#analytics #data #testing
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6 min read
The Meta-Analysis Your Experimentation Program Is Missing
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The Meta-Analysis Your Experimentation Program Is Missing

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9 min read
Sequential Testing and the SPRT: How to Stop a Test Early Without Cheating
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Sequential Testing and the SPRT: How to Stop a Test Early Without Cheating

#analytics #data #testing
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9 min read
The Confidence Tier Model: How to Decide When Your Data Isn't Enough
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The Confidence Tier Model: How to Decide When Your Data Isn't Enough

#analytics #data #testing
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7 min read
Triangulation Over Isolation: Building Confidence from Weak, Convergent Signals
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Triangulation Over Isolation: Building Confidence from Weak, Convergent Signals

#analysis #analytics #testing
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8 min read
Why Most 'Wins' Don't Replicate: The Winner's Curse, Applied to Growth Teams
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Why Most 'Wins' Don't Replicate: The Winner's Curse, Applied to Growth Teams

#analysis #analytics #data
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8 min read
Decide What Counts as a Win Before You Test
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Decide What Counts as a Win Before You Test

#analysis #productivity #testing
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8 min read
How to Tell If a Growth Hire Understands Risk
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How to Tell If a Growth Hire Understands Risk

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8 min read
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