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One thing I've learned after 15 years in test automation — a flaky test is never "just flaky". It's always hiding a real problem. Race conditions, hardcoded waits, shared state. Fix the root cause, not the symptom.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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87% of marketers use AI in at least one workflow now.
Only 6% have fully implemented it (Supermetrics 2026).
The gap between those numbers is basically the entire job description for what I do.
Going to break down what an AI automation engineer is, what we ship, and how to tell the bad ones from the good ones.
An AI automation engineer connects AI to the workflows your business already runs.
We don't train models. We don't write papers. We don't do research.
We pick the right model for the job, wire it into the systems your team uses every day, and ship the build.
make software great again
New on Contra. 0 reviews. 40+ applications into the void.
I'll do your first project free in exchange for an honest review.
What I do:
• Coding (web apps, automations, integrations)
• AI automation (workflows, agents, voice AI)
• Training (teach your team to actually use AI)
DMs open. Roast me in the comments if you've cracked the Contra cold-start.
You have irresistible offer
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