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Printo Tom

Architect | APIs, fraud systems & enterprise scale. Sharing real-world lessons from 12+ years in the field.

Location United Kingdom Joined Joined on 
Launching *Claude for Legal*: A Toolkit for Modern Legal Workflows
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Launching *Claude for Legal*: A Toolkit for Modern Legal Workflows

#legaltech #ai #opensource #github
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2 min read

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The AI system that worked in staging destroyed us in production. Here's what we missed.
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The AI system that worked in staging destroyed us in production. Here's what we missed.

#ai #architecture #llm #lessonslearned
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4 min read
Choosing the Right Gemma 4 Model: A Practical Guide
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Gemma 4 Challenge: Write about Gemma 4 Submission
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Choosing the Right Gemma 4 Model: A Practical Guide

#devchallenge #gemmachallenge #gemma #ai
1
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2 min read
The Rise of AI-Native Cloud Architectures: Beyond “Lift and Shift”
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The Rise of AI-Native Cloud Architectures: Beyond “Lift and Shift”

#cloudcomputing #digitaltransformation #architecture #ai
1
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1 min read
How We Caught Fraud Before the Payment Cleared
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How We Caught Fraud Before the Payment Cleared

#machinelearning #architecture #backend #security
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8 min read
How We Built a Real-Time Credit Card Fraud Detection System: An Architect's Perspective
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How We Built a Real-Time Credit Card Fraud Detection System: An Architect's Perspective

#architecture #machinelearning #fintech #systemdesign
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6 min read
Google Cloud NEXT '26 Just Changed How I Think About Real-Time Pricing APIs
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Google Cloud NEXT '26 Challenge Submission
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Google Cloud NEXT '26 Just Changed How I Think About Real-Time Pricing APIs

#devchallenge #cloudnextchallenge #googlecloud #architecture
8
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6 min read
Building a Pricing Engine That Actually Works at Scale
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Building a Pricing Engine That Actually Works at Scale

#softwareengineering #microservices #architecture #backend
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2 min read
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