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The fundamental structures of a software system.

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The Backyard Quarry, Part 5: Digital Twins for Physical Objects

The Backyard Quarry, Part 5: Digital Twins for Physical Objects

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4 min read
How to Reduce LLM Token Usage Without Losing Context

How to Reduce LLM Token Usage Without Losing Context

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4 min read
How to Structure a Python Project for Long-Running LLM Batch Jobs

How to Structure a Python Project for Long-Running LLM Batch Jobs

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4 min read
Architectural drift with Agentic coding. Here's what I built to fix it.

Architectural drift with Agentic coding. Here's what I built to fix it.

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4 min read
I built Arden to optimize one thing: feedback loop speed

I built Arden to optimize one thing: feedback loop speed

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2 min read
How I'd Design a Memory System for an AI Companion App

How I'd Design a Memory System for an AI Companion App

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5 min read
Turn-Based Game Server Options in 2026: An Honest Comparison for Indie Developers

Turn-Based Game Server Options in 2026: An Honest Comparison for Indie Developers

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2 min read
Building Crash-Recovery State Machines for Long-Running LLM Pipelines in Python

Building Crash-Recovery State Machines for Long-Running LLM Pipelines in Python

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4 min read
DIM-DRRA: Handling 4,300+ req/s with a Distributed In-Memory PHP Architecture

DIM-DRRA: Handling 4,300+ req/s with a Distributed In-Memory PHP Architecture

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2 min read
Fail-Open LLM Architecture: Why Your Reviewer Stage Should Never Block a Decision

Fail-Open LLM Architecture: Why Your Reviewer Stage Should Never Block a Decision

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6 min read
Skip the Cortex tenant headers - Deploy multi-tenant Prometheus in 5 minutes

Skip the Cortex tenant headers - Deploy multi-tenant Prometheus in 5 minutes

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4 min read
Ship Your Ugly Code

Ship Your Ugly Code

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5 min read
When a Precise Specification Is Not Enough

When a Precise Specification Is Not Enough

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6 min read
The Utility-First Paradox: Structuring Massive UI Kits with Tailwind CSS and React 19

The Utility-First Paradox: Structuring Massive UI Kits with Tailwind CSS and React 19

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4 min read
The Tradeoff Every Secrets Manager Forces on You (And Why It's the Server's Fault)

The Tradeoff Every Secrets Manager Forces on You (And Why It's the Server's Fault)

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3 min read
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