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Architecture

The fundamental structures of a software system.

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I ditched multi-layer transformers for Neural ODEs on my home RTX 4060. Here is why.

I ditched multi-layer transformers for Neural ODEs on my home RTX 4060. Here is why.

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2 min read
Dev Log: 2026-07-03 — idempotent syncs, mail you can trace, and drain-not-delete

Dev Log: 2026-07-03 — idempotent syncs, mail you can trace, and drain-not-delete

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2 min read
Beyond the Demo: Why AI Infrastructure Is the Real Competitive Advantage

Beyond the Demo: Why AI Infrastructure Is the Real Competitive Advantage

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2 min read
The Architecture Diagram Looked Perfect. The Operations Team Disagreed.

The Architecture Diagram Looked Perfect. The Operations Team Disagreed.

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2 min read
The Accidental Architect

The Accidental Architect

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2 min read
Ensuring GDPR-Compliant, Serverless AI Personalization for a One-Million-User Career Platform amidst the EU DSA and UK Online Safety Act Rollout

Ensuring GDPR-Compliant, Serverless AI Personalization for a One-Million-User Career Platform amidst the EU DSA and UK Online Safety Act Rollout

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6 min read
Ditch Polymorphism: Scaling Laravel with JSONB

Ditch Polymorphism: Scaling Laravel with JSONB

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2 min read
The Hidden Cost of Poor Project Documentation on GitHub

The Hidden Cost of Poor Project Documentation on GitHub

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7 min read
How I built a disposable email service in TypeScript (SMTP, SSE, and a single VPS)

How I built a disposable email service in TypeScript (SMTP, SSE, and a single VPS)

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3 min read
The night an uncapped prompt turned into a bill

The night an uncapped prompt turned into a bill

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1 min read
How AI Endpoints Change the Traditional API Flow

Validating probabilistic outputs costs credits

How AI Endpoints Change the Traditional API Flow

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10 min read
LLM Migration: Fable, Codex, and Claude Code on nopCommerce

LLM Migration: Fable, Codex, and Claude Code on nopCommerce

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5 min read
The LLM in my app is not allowed to decide anything

The LLM in my app is not allowed to decide anything

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5 min read
Approval Is Not a Boolean: What Must Still Be True When an Agent Resumes?

Approval Is Not a Boolean: What Must Still Be True When an Agent Resumes?

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9 min read
Why Most AI Demos Fall Apart in Production

Why Most AI Demos Fall Apart in Production

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2 min read
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