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# aiengineering

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Six Levels of MCP Servers
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Six Levels of MCP Servers

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3 min read
What I Actually Build: AI Systems That Ship, Not Demos That Impress
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What I Actually Build: AI Systems That Ship, Not Demos That Impress

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3 min read
AWS AI-DLC: The Agentic Dev Lifecycle That Works Everywhere
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AWS AI-DLC: The Agentic Dev Lifecycle That Works Everywhere

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13 min read
What GenAI Actually Costs in Production
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What GenAI Actually Costs in Production

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8 min read
Building Scrollbook: What I Learned Building and Scaling an AI Game Master Platform as a Solo Engineer
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Building Scrollbook: What I Learned Building and Scaling an AI Game Master Platform as a Solo Engineer

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6 min read
Goodhart's Law Just Got a Slash Command

Goodhart's Law Just Got a Slash Command

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5 min read
Forecasting Without Prophecy: a plain-text discipline

Forecasting Without Prophecy: a plain-text discipline

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9 min read
Anatomia de uma skill.md e por que vocĂŞ deve saber sobre isso.
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Anatomia de uma skill.md e por que vocĂŞ deve saber sobre isso.

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5 min read
The Token Tax Problem: How I Built a Super Memory Layer for AI Coding Assistants using LLM Wiki
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The Token Tax Problem: How I Built a Super Memory Layer for AI Coding Assistants using LLM Wiki

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6 min read
Production LLM Guardrails: 8 Controls Every AI Team Needs

Production LLM Guardrails: 8 Controls Every AI Team Needs

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5 min read
The Most Useful AI Workflow I’ve Built Isn’t About Writing Code
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The Most Useful AI Workflow I’ve Built Isn’t About Writing Code

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3 min read
Building Context-Aware AI Systems Using Knowledge Graphs
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Building Context-Aware AI Systems Using Knowledge Graphs

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3 min read
Over-Editing Is a Prompting Problem

Over-Editing Is a Prompting Problem

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1 min read
I've Touched Everything and Mastered Nothing
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I've Touched Everything and Mastered Nothing

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16 min read
I Built a Multi-Agent Legal AI That Actually Doesn’t Hallucinate (Here’s the Architecture)

I Built a Multi-Agent Legal AI That Actually Doesn’t Hallucinate (Here’s the Architecture)

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10 min read
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