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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Stop Watching DevOps Tutorials. Build These 15 Projects Instead.

Stop Watching DevOps Tutorials. Build These 15 Projects Instead.

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4 min read
Building Agentic AI on AWS: From Bedrock Agents to Multi-Agent Orchestration with AgentCore

Building Agentic AI on AWS: From Bedrock Agents to Multi-Agent Orchestration with AgentCore

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7 min read
The Giants Are Here (And They Brought the Wrong Tools)

The Giants Are Here (And They Brought the Wrong Tools)

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4 min read
I built qwen-forge — a lightweight tool for experimenting with AI automation workflows

I built qwen-forge — a lightweight tool for experimenting with AI automation workflows

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1 min read
From Paper to Working Repo: Replicating an AI/ML Research Article Step‑by‑Step

From Paper to Working Repo: Replicating an AI/ML Research Article Step‑by‑Step

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8 min read
Building Phinq: How a Cronjob Failure Forced Me to Redesign Agent Governance From Scratch

Building Phinq: How a Cronjob Failure Forced Me to Redesign Agent Governance From Scratch

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4 min read
Stop Agents from Breaking Your Knowledge Base: Meet Vouch, a Review-Gated KB for LLM Workflows

Stop Agents from Breaking Your Knowledge Base: Meet Vouch, a Review-Gated KB for LLM Workflows

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2 min read
RAG Is Not a Feature. It's a System, and These Are the Parts Nobody Demos.

RAG Is Not a Feature. It's a System, and These Are the Parts Nobody Demos.

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3 min read
Did Claude Code actually load your rules? /context, lazy loading, and the InstructionsLoaded hook

Did Claude Code actually load your rules? /context, lazy loading, and the InstructionsLoaded hook

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4 min read
I audited 340 reading captures. Only 20% ever became knowledge I actually used.

I audited 340 reading captures. Only 20% ever became knowledge I actually used.

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2 min read
From Vibe Coding to Production: A Step-by-Step Guide to Shipping AI-Generated Code Safely in 2026

From Vibe Coding to Production: A Step-by-Step Guide to Shipping AI-Generated Code Safely in 2026

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6 min read
I locked my AI's design output with JSON. It worked perfectly — and everything looked like a spreadsheet

The trap of rigid JSON schemas

I locked my AI's design output with JSON. It worked perfectly — and everything looked like a spreadsheet

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4 min read
My agent dry-ran fine in staging 100 times — then wrecked production on the first real run

My agent dry-ran fine in staging 100 times — then wrecked production on the first real run

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2 min read
Why I Built OSE Auditor

Why I Built OSE Auditor

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1 min read
Manage AI Agent Memory with Retrieval Augmented Generation

Manage AI Agent Memory with Retrieval Augmented Generation

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6 min read
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