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The fundamental structures of a software system.

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Designing Reliable Jellyfin Voice Control with Identity Contracts

Designing Reliable Jellyfin Voice Control with Identity Contracts

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7 min read
CKAN is your backend, not your frontend

CKAN is your backend, not your frontend

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3 min read
Copilot's Organization-Level Custom Agents Need a Diff Review Before Rollout

Copilot's Organization-Level Custom Agents Need a Diff Review Before Rollout

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3 min read
Your Profile Form Shouldn't Change Your Login

Your Profile Form Shouldn't Change Your Login

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4 min read
Failure-first design for LLM applications: three patterns from a forensic audit

Failure-first design for LLM applications: three patterns from a forensic audit

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7 min read
Stop Measuring Your AI Agent Like It's a Microservice

Stop Measuring Your AI Agent Like It's a Microservice

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3 min read
Durable Memory: Why Vector Databases Aren't Enough

The write-side problem highlighted in comments

Durable Memory: Why Vector Databases Aren't Enough

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5 min read
Why We Stopped Treating Speech-to-Text as "Just Another AI API"

Why We Stopped Treating Speech-to-Text as "Just Another AI API"

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2 min read
A Local WhatsApp Gateway for Laravel Notifications: Architecture, Trade-offs and Honest Limits

A Local WhatsApp Gateway for Laravel Notifications: Architecture, Trade-offs and Honest Limits

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7 min read
Can PHP Object Hydration Run 40x Faster?

Can PHP Object Hydration Run 40x Faster?

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5 min read
Vibecoding: Why Prompting is Just High-Level Architecture

Vibecoding: Why Prompting is Just High-Level Architecture

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3 min read
Your Webhooks Are Dropping Data Under Load: Here’s How We Fixed It

Your Webhooks Are Dropping Data Under Load: Here’s How We Fixed It

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3 min read
AI in the Data, Code in the Process

AI in the Data, Code in the Process

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4 min read
Building an Email Broadcast Engine That Survives Retries

Building an Email Broadcast Engine That Survives Retries

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2 min read
TeamAgent Collaboration Protocols in Solon: From Pipelines to Supervisor Orgs

TeamAgent Collaboration Protocols in Solon: From Pipelines to Supervisor Orgs

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5 min read
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