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If We Can't Verify It, It Doesn't Ship: Engineering an AI Product That Isn't Allowed to Lie

If We Can't Verify It, It Doesn't Ship: Engineering an AI Product That Isn't Allowed to Lie

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5 min read
xAI and Cursor to Launch New AI Model: A Leap in Efficiency

xAI and Cursor to Launch New AI Model: A Leap in Efficiency

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5 min read
Why MCP Is Becoming the Standard Layer for AI Integrations (And Why Your Team Will Eventually Use It)

Why MCP Is Becoming the Standard Layer for AI Integrations (And Why Your Team Will Eventually Use It)

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5 min read
The Career Isn't Eroding. It's Relocating.

The Career Isn't Eroding. It's Relocating.

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2 min read
Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate

Write Loops, Not Prompts: Why AI Agents Work Better When They Iterate

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5 min read
Why I'm Betting on CrewAI for Multi-Agent Orchestration (And Where It Falls Short)

Why I'm Betting on CrewAI for Multi-Agent Orchestration (And Where It Falls Short)

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2 min read
What I learned building a compliance answer engine that refuses to make things up

What I learned building a compliance answer engine that refuses to make things up

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3 min read
Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You

Admission Control for Self-Hosted LLMs: Rejecting Requests Before the KV Cache OOMs You

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6 min read
A Letter to the Founder, From the Thing He is Building With

A Letter to the Founder, From the Thing He is Building With

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3 min read
Do not choose an AI model from a leaderboard alone

Do not choose an AI model from a leaderboard alone

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3 min read
Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

Moving Half of Our AI Development to Local LLMs — by Splitting Work by Role, Not by Picking the Biggest Model

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3 min read
Your AI Agent Worked in the Demo. Here's Why It's Failing in Production.

Your AI Agent Worked in the Demo. Here's Why It's Failing in Production.

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3 min read
The Age of the One-Minute Expert

The Age of the One-Minute Expert

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4 min read
Corrective RAG for billing: the bug is not retrieval, it's the model narrating correct numbers wrong

Corrective RAG for billing: the bug is not retrieval, it's the model narrating correct numbers wrong

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8 min read
Context Engineering: Why It’s Replacing Prompt Engineering in Modern AI Systems

Context Engineering: Why It’s Replacing Prompt Engineering in Modern AI Systems

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9 min read
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