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Architecture

The fundamental structures of a software system.

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Why I Got Fed Up With Every Finance App and Built My Own From Scratch

Why I Got Fed Up With Every Finance App and Built My Own From Scratch

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4 min read
Files in an embeddable AI chat: two buttons, a presigned URL, and a malware scanner

Files in an embeddable AI chat: two buttons, a presigned URL, and a malware scanner

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4 min read
Stop Writing if/else for Payments: A Clean Multi-Gateway Billing Architecture in Laravel

Stop Writing if/else for Payments: A Clean Multi-Gateway Billing Architecture in Laravel

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3 min read
Before AI Agents Go Autonomous, Define Who They Are Allowed to Be

Before AI Agents Go Autonomous, Define Who They Are Allowed to Be

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5 min read
Why "Agents" Are Just the Bridge: Digital Twins Are the True End State of AI

Why "Agents" Are Just the Bridge: Digital Twins Are the True End State of AI

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4 min read
From ~9 Commits a Month to ~700: How I Moved from Writing Code to Directing an AI Engineering Department

From ~9 Commits a Month to ~700: How I Moved from Writing Code to Directing an AI Engineering Department

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7 min read
Plans before code: keeping an AI inside the architecture

Plans before code: keeping an AI inside the architecture

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4 min read
Measure Warmth Before You Measure Speed

Measure Warmth Before You Measure Speed

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4 min read
Built for a scale that never came

Built for a scale that never came

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2 min read
Set up Bedrock model fallback with AgentCore Gateway

Set up Bedrock model fallback with AgentCore Gateway

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15 min read
Root Causes of Silent Failures in FastAPI Exception Handling and Mitigation Patterns

Root Causes of Silent Failures in FastAPI Exception Handling and Mitigation Patterns

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6 min read
A timeout is an unknown outcome: handling live AI acknowledgements

A timeout is an unknown outcome: handling live AI acknowledgements

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4 min read
Stop Writing Architecture Docs for Your Agent. Give It a Map. Chapter 9 - Why a code graph is the one kind of guidance that doesn't go stale

Stop Writing Architecture Docs for Your Agent. Give It a Map. Chapter 9 - Why a code graph is the one kind of guidance that doesn't go stale

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2 min read
Software Project Estimation: Scoping Quotes That Hold Up

Software Project Estimation: Scoping Quotes That Hold Up

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7 min read
Running Containers on AWS: Choosing Between ECS, EKS, and Fargate

Running Containers on AWS: Choosing Between ECS, EKS, and Fargate

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4 min read
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