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AI Hallucinations Are Not a Bug. They Are the Architecture. Here Is How I Deal With Them Now.

AI Hallucinations Are Not a Bug. They Are the Architecture. Here Is How I Deal With Them Now.

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6 min read
What I learned tuning a Reddit DM agent through 8 versions in 24 hours

What I learned tuning a Reddit DM agent through 8 versions in 24 hours

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15 min read
PII Protection for AI Agents: Why Detection Isn't Enough and What Prevents Actual Exposure

PII Protection for AI Agents: Why Detection Isn't Enough and What Prevents Actual Exposure

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8 min read
I rebuilt my open-source AI coding agent that routes each pipeline stage to a different LLM

I rebuilt my open-source AI coding agent that routes each pipeline stage to a different LLM

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5 min read
LLM Benchmarks, Agent Frameworks, and the Tools That Matter in 2026 [03:37:09]

LLM Benchmarks, Agent Frameworks, and the Tools That Matter in 2026 [03:37:09]

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3 min read
# Why `$0.0029` and `$0.0047` Can Both Be Right: Prefix Caching for API-Served LLM Judges *By Eyoel Nebiyu*

# Why `$0.0029` and `$0.0047` Can Both Be Right: Prefix Caching for API-Served LLM Judges *By Eyoel Nebiyu*

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3 min read
The Writing Is the Moat, Not the Model

The Writing Is the Moat, Not the Model

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5 min read
27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

27 days to the DeepSeek V4-Pro cliff: what a 4x price jump looks like in production

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5 min read
Why I Use the Same LLM Key for Claude Code and My Character Chats

Why I Use the Same LLM Key for Claude Code and My Character Chats

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2 min read
RAG patterns that work for structured data vs ones that fail

RAG patterns that work for structured data vs ones that fail

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5 min read
Classical RAG vs Agentic RAG: a practical decision guide

Classical RAG vs Agentic RAG: a practical decision guide

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3 min read
How to Deploy AI Agents to Production (Not Just a Demo)

How to Deploy AI Agents to Production (Not Just a Demo)

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9 min read
Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)

Build Time vs Edit Time — My Web Agent Can Publish But Can't Edit (An Honest Capability-Boundary Spike)

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1 min read
Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do

Beyond 'Is It Intelligent?': A 5-Layer Framework for Understanding What LLMs Actually Do

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6 min read
Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

Why Your Long-Running AI Agent Drifts: The RL Instability Paper Worth Reading

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3 min read
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