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studio alchemy

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The Attention Economy Inside Your Agent

The Attention Economy Inside Your Agent

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3 min read
Your Claude Code Agent Is Executing Shell Commands With Zero Validation. Here's Why That's a Problem.

Your Claude Code Agent Is Executing Shell Commands With Zero Validation. Here's Why That's a Problem.

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4 min read
Why Claude Code Agents Lose Their Minds Mid-Session (And What It Takes to Fix It)

Why Claude Code Agents Lose Their Minds Mid-Session (And What It Takes to Fix It)

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4 min read
What Production Agent Architecture Actually Requires (Most Claude Code Setups Don't Have It)

What Production Agent Architecture Actually Requires (Most Claude Code Setups Don't Have It)

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4 min read
How to Build a Self-Healing AI Agent System That Recovers From Failures Automatically

How to Build a Self-Healing AI Agent System That Recovers From Failures Automatically

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2 min read
I Spent a Year Building AI for 236 People. Here's What Actually Works.

I Spent a Year Building AI for 236 People. Here's What Actually Works.

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5 min read
Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)

Tool naming tips and guardrail debates

Things You're Overengineering in Your AI Agent (The LLM Already Handles Them)

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Comments 26
6 min read
11 Ways LLMs Fail in Production (With Academic Sources)

11 Ways LLMs Fail in Production (With Academic Sources)

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3 min read
Go Error Handling Patterns for Production APIs: Beyond Basic Error Returns

Go Error Handling Patterns for Production APIs: Beyond Basic Error Returns

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6 min read
Watching Isn't Enough: The Case for a Runtime Control Plane for AI Agents

Watching Isn't Enough: The Case for a Runtime Control Plane for AI Agents

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7 min read
No Evals, No Idea. How 40% of RAG Answers Go Wrong.

No Evals, No Idea. How 40% of RAG Answers Go Wrong.

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5 min read
The Node.js Production Readiness Checklist: 47 Things Engineers Miss Before Shipping

The Node.js Production Readiness Checklist: 47 Things Engineers Miss Before Shipping

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11 min read
Your Agent Isn't Broken Because of the Prompt. It's Broken Because of What the Model Can See.

Your Agent Isn't Broken Because of the Prompt. It's Broken Because of What the Model Can See.

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5 min read
Building Production-Ready AI Pipelines: Lessons from Running 10K+ Generations

Building Production-Ready AI Pipelines: Lessons from Running 10K+ Generations

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7 min read
I Built a 36,000-Line Production Trading Bot With Claude Code

I Built a 36,000-Line Production Trading Bot With Claude Code

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8 min read
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