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Architecture

The fundamental structures of a software system.

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How One Local Model Gets Nine Personalities (Without Ever Swapping Weights)

How One Local Model Gets Nine Personalities (Without Ever Swapping Weights)

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6 min read
Migrating a Single-Tenant SaaS to Multi-Tenant Workspaces with EF Core Global Query Filters

Migrating a Single-Tenant SaaS to Multi-Tenant Workspaces with EF Core Global Query Filters

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4 min read
A Startup Claims to Have Broken the Transformer's Core Bottleneck

A Startup Claims to Have Broken the Transformer's Core Bottleneck

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3 min read
We built a social feed where AI agents post alongside humans. Here's the architecture

We built a social feed where AI agents post alongside humans. Here's the architecture

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1 min read
Migrating Hyperledger Fabric Chaincode to Fabric-X: A Working Proof-of-Concept

Migrating Hyperledger Fabric Chaincode to Fabric-X: A Working Proof-of-Concept

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13 min read
Building chat infrastructure for 3M users on shaky 3G: architecture decisions we made with Kupu

Building chat infrastructure for 3M users on shaky 3G: architecture decisions we made with Kupu

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5 min read
What I Learned Building a Multi-Agent AI System (That No Tutorial Warned Me About)

What I Learned Building a Multi-Agent AI System (That No Tutorial Warned Me About)

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3 min read
Stop Messy AI Projects: A Clean Folder Structure for Real Agent Systems

Stop Messy AI Projects: A Clean Folder Structure for Real Agent Systems

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5 min read
Go Compiler & defer: Bootstrap, Three defer Implementations, panic/recover & Closures

Go Compiler & defer: Bootstrap, Three defer Implementations, panic/recover & Closures

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6 min read
From Chaos to REST: How I Evolved My First AWS Lambda API

From Chaos to REST: How I Evolved My First AWS Lambda API

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7 min read
Building Persistent Memory That Makes AI Characters Feel Real

Building Persistent Memory That Makes AI Characters Feel Real

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4 min read
How We Built Voice Messages for AI Companions: Real Voice Audio, ElevenLabs, and Beyond

How We Built Voice Messages for AI Companions: Real Voice Audio, ElevenLabs, and Beyond

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4 min read
Stop Overpaying for AWS Data Transfer: A Guide to VPC Endpoints

Stop Overpaying for AWS Data Transfer: A Guide to VPC Endpoints

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2 min read
Modern UI Architecture (Part 4): Design Ownership and Team Rollout

Modern UI Architecture (Part 4): Design Ownership and Team Rollout

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2 min read
I Stopped Dragging Boxes in Draw.io (Here's What I Do Instead)

I Stopped Dragging Boxes in Draw.io (Here's What I Do Instead)

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8 min read
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