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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 27
6 min read
How to Monitor AI Agent Drift in Production

How to Monitor AI Agent Drift in Production

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6 min read
Why GenAI Isn't Ready for Prime Time

Why GenAI Isn't Ready for Prime Time

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9 min read
I thought I had a bug

I thought I had a bug

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9 min read
Benchmarking LLM Inference: TTFT, ITL & Throughput

Benchmarking LLM Inference: TTFT, ITL & Throughput

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4 min read
I Built an OpenAI-Compatible Gateway to 40+ AI Models (DeepSeek, MiniMax, Claude)

I Built an OpenAI-Compatible Gateway to 40+ AI Models (DeepSeek, MiniMax, Claude)

Comments 5
2 min read
Run 397B LLM on Your Laptop: The No-BS Guide

Run 397B LLM on Your Laptop: The No-BS Guide

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10 min read
Six Things I Wish Someone Had Told Me Before I Started Working Inside AI

Six Things I Wish Someone Had Told Me Before I Started Working Inside AI

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8 min read
What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

What Happens When You Bring LLMs Into a Semiconductor FAB — 5 ArXiv Papers, Brutally Honest Reviews

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9 min read
One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

One Open Source Project a Day (No. 48): karpathy/autoresearch —— Launching the Era of Self-Evolving AI Laboratories

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4 min read
Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem

Debugging Voice Agents: How to Know if Your STT, LLM, or TTS Is the Problem

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2 min read
How I Used a Local LLM (codestral:22b) to Pre-Screen GitHub Bounties for Free

How I Used a Local LLM (codestral:22b) to Pre-Screen GitHub Bounties for Free

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5 min read
The 'Freelance Agentics' Era: How AI Agents Are Reshaping Freelance Work

The 'Freelance Agentics' Era: How AI Agents Are Reshaping Freelance Work

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3 min read
From OpenAPI Spec to MCP Tools — Automatically

From OpenAPI Spec to MCP Tools — Automatically

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5 min read
DRM-Transformer — Intrinsic Geometry for Structural Alignment

DRM-Transformer — Intrinsic Geometry for Structural Alignment

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2 min read
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