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8-Bit Quantization Destroyed 92% of Code Generation — The Culprit Wasn't Bit Count

8-Bit Quantization Destroyed 92% of Code Generation — The Culprit Wasn't Bit Count

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5 min read
An Agent Deleted My Production Database: What My Logs Say That the Viral HN Post Leaves Out
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An Agent Deleted My Production Database: What My Logs Say That the Viral HN Post Leaves Out

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8 min read
Context Engineering > Prompt Engineering: I built a Python lib that does it automatically

Context Engineering > Prompt Engineering: I built a Python lib that does it automatically

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3 min read
The Retry Pattern That Breaks Your Agent (And the One That Works)

The Retry Pattern That Breaks Your Agent (And the One That Works)

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2 min read
A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

A Unified View of AI Evolution: From Machine Learning to LLMs, RAG, and Fine-Tuning

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5 min read
Claude Code: Self host model configuration

Claude Code: Self host model configuration

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1 min read
16 GB VRAM LLM benchmarks with llama.cpp (speed and context)

16 GB VRAM LLM benchmarks with llama.cpp (speed and context)

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4 min read
The Hidden Cost of Context: Why Your Agent Is Expensive and Slow

The Hidden Cost of Context: Why Your Agent Is Expensive and Slow

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2 min read
Show HN: LoreSpec – Structured knowledge extraction from AI conversations

Show HN: LoreSpec – Structured knowledge extraction from AI conversations

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1 min read
I Got Tired of Surprise OpenAI Bills, So I Built a Dashboard to Track Them

I Got Tired of Surprise OpenAI Bills, So I Built a Dashboard to Track Them

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4 min read
The 70% to 94% Problem: Why Your AI Skills Are Probably Wrong

The 70% to 94% Problem: Why Your AI Skills Are Probably Wrong

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4 min read
Building an AI that analyzes stocks like Warren Buffett
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Building an AI that analyzes stocks like Warren Buffett

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2 min read
88% of Agent Systems Got Hacked — Your LangGraph Auth Layer Is the Problem
Cover image for 88% of Agent Systems Got Hacked — Your LangGraph Auth Layer Is the Problem

88% of Agent Systems Got Hacked — Your LangGraph Auth Layer Is the Problem

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1 min read
Anthropic Just Restricted Third-Party Claude Access — Why Running AI Locally Is Your Insurance Policy

Anthropic Just Restricted Third-Party Claude Access — Why Running AI Locally Is Your Insurance Policy

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3 min read
The AI Billing Problem Nobody Talks About

The AI Billing Problem Nobody Talks About

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3 min read
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