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Architecture

The fundamental structures of a software system.

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Why I Abandoned Legacy CMS Bloat to Build an Unshakable Application Core in PHP 8.4 & Symfony 7.4

Why I Abandoned Legacy CMS Bloat to Build an Unshakable Application Core in PHP 8.4 & Symfony 7.4

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4 min read
Mapping PCI DSS Scope in Modern SoftPOS Architectures

Mapping PCI DSS Scope in Modern SoftPOS Architectures

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2 min read
Building ENIGMA: a deterministic agent simulation, solo, via free-tier LLM access

Building ENIGMA: a deterministic agent simulation, solo, via free-tier LLM access

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4 min read
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
Are We Making a Fundamental Mistake by Modelling AI Agent Swarms on Human Corporate Hierarchies?

Are We Making a Fundamental Mistake by Modelling AI Agent Swarms on Human Corporate Hierarchies?

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8 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
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