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Architecture

The fundamental structures of a software system.

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Bypassing the Python GIL: Achieving Microsecond Latency with Shared Memory and C++ Engines

Bypassing the Python GIL: Achieving Microsecond Latency with Shared Memory and C++ Engines

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1 min read
CSR vs SSR vs SSG vs ISR: Picking a Rendering Strategy Without Overthinking It

CSR vs SSR vs SSG vs ISR: Picking a Rendering Strategy Without Overthinking It

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4 min read
Why we built an MCP server for website health data instead of letting agents run the checks themselves

Why we built an MCP server for website health data instead of letting agents run the checks themselves

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5 min read
The 1978 Paper Behind Go’s Concurrency Model

The 1978 Paper Behind Go’s Concurrency Model

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9 min read
Fallacies of GenAI Development #4: Dropping Human Review Removes the Bottleneck

Fallacies of GenAI Development #4: Dropping Human Review Removes the Bottleneck

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11 min read
Building QAOnFire: how I used prompt caching to make AI QA reports affordable

Building QAOnFire: how I used prompt caching to make AI QA reports affordable

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4 min read
26/30 Days System Design Questions!

26/30 Days System Design Questions!

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1 min read
Building Reliable AI Systems: Why Prompting Isn’t Enough

Building Reliable AI Systems: Why Prompting Isn’t Enough

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3 min read
For Manufacturing Systems, I Start With One Workflow Before I Touch the Full Suite

For Manufacturing Systems, I Start With One Workflow Before I Touch the Full Suite

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5 min read
AI Code Review: Helpful Assistant Or False Confidence Machine?

AI Code Review: Helpful Assistant Or False Confidence Machine?

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13 min read
The Cache Belongs to the Function

The Cache Belongs to the Function

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12 min read
Comparing AI Risk Management Approaches: Manual vs. Automated vs. Hybrid

Comparing AI Risk Management Approaches: Manual vs. Automated vs. Hybrid

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4 min read
AI for Documentation That Developers Actually Maintain

AI for Documentation That Developers Actually Maintain

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15 min read
Running 3 SaaS products on a single Hetzner CCX23

Running 3 SaaS products on a single Hetzner CCX23

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9 min read
You are not building features. You are controlling outcomes

You are not building features. You are controlling outcomes

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1 min read
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