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The fundamental structures of a software system.

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MCP Server Patterns: Tools vs Resources vs Prompts (When to Use Each)

MCP Server Patterns: Tools vs Resources vs Prompts (When to Use Each)

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4 min read
Apache Data Lakehouse Weekly: April 16–22, 2026

Apache Data Lakehouse Weekly: April 16–22, 2026

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7 min read
Zero-Code-Change Stacktrace Filtering for Spring Boot: An Infrastructure-Level Integration

Zero-Code-Change Stacktrace Filtering for Spring Boot: An Infrastructure-Level Integration

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19 min read
I Gave My AI 688 Lines of Instructions. It Rewrote Them to 134. (Build Log #2)

I Gave My AI 688 Lines of Instructions. It Rewrote Them to 134. (Build Log #2)

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6 min read
Soul Memory: A 4-Tier Adaptive Memory Architecture for AI Agents

Soul Memory: A 4-Tier Adaptive Memory Architecture for AI Agents

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4 min read
Scaling AI Context Across Dev and Strategy Teams with Isolated Memory, Open Standards, and Migration Readiness

Scaling AI Context Across Dev and Strategy Teams with Isolated Memory, Open Standards, and Migration Readiness

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8 min read
I tried to build a personal SaaS with zero backend. Here's where that strategy hits a wall.

I tried to build a personal SaaS with zero backend. Here's where that strategy hits a wall.

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6 min read
Why I Deliberately Made My Budget App Worse (And Users Love It For It)

Why I Deliberately Made My Budget App Worse (And Users Love It For It)

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4 min read
The Entropy Illusion of a Quantum Billionaire

The Entropy Illusion of a Quantum Billionaire

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7 min read
Why Your AI Agent Forgets Everything (And What to Do About It)

Why Your AI Agent Forgets Everything (And What to Do About It)

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3 min read
Managing High Traffic Applications with AWS Elastic Load Balancer and Terraform

Managing High Traffic Applications with AWS Elastic Load Balancer and Terraform

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2 min read
She Was Here the Whole Time: Building an AI That Doesn’t Stop Existing When You Look Away

She Was Here the Whole Time: Building an AI That Doesn’t Stop Existing When You Look Away

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11 min read
Why you have 6 NAT Gateways when you need 1

Why you have 6 NAT Gateways when you need 1

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2 min read
Multi-region is theater. Multi-AZ is engineering.

Multi-region is theater. Multi-AZ is engineering.

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2 min read
How AI Agents Verify Cross-Service Integrations: The 4-Step Verification Pattern

How AI Agents Verify Cross-Service Integrations: The 4-Step Verification Pattern

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7 min read
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