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Self-hosted LLM, same prompt, temperature zero - 6 different answers

Self-hosted LLM, same prompt, temperature zero - 6 different answers

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1 min read
KODA Format: A Schema-First Data Format to Reduce LLM Token Usage ( 40%)

KODA Format: A Schema-First Data Format to Reduce LLM Token Usage ( 40%)

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3 min read
LLM Wire Format Benchmark: Which Format Can AI Actually Read and Write?

LLM Wire Format Benchmark: Which Format Can AI Actually Read and Write?

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9 min read
AI For Security Review In Application Code

AI For Security Review In Application Code

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14 min read
The AI Agent Destroyed Its Mail Server to Keep a Secret

The AI Agent Destroyed Its Mail Server to Keep a Secret

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5 min read
Reviewing Patrick Collison's Ask for an LLM Workflow Tool

Reviewing Patrick Collison's Ask for an LLM Workflow Tool

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4 min read
Why front-loaded rules drift in long evaluator and agent loops

Why front-loaded rules drift in long evaluator and agent loops

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5 min read
Using llms.txt with Cursor and Claude Code: a concrete playbook

Using llms.txt with Cursor and Claude Code: a concrete playbook

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4 min read
AI Cost Attribution: Turn an OpenAI Usage Log Into Per-Team Spend in Minutes

AI Cost Attribution: Turn an OpenAI Usage Log Into Per-Team Spend in Minutes

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7 min read
Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

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6 min read
The Silent 1024-Token Ceiling Breaking Your Local Ollama Agents

The Silent 1024-Token Ceiling Breaking Your Local Ollama Agents

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5 min read
DPO vs SimPO: What Your Preference Trainer Is Actually Optimizing

DPO vs SimPO: What Your Preference Trainer Is Actually Optimizing

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6 min read
The Making of a 10x Engineer in AI Era: Why Big-O Thinking Changes Everything

The Making of a 10x Engineer in AI Era: Why Big-O Thinking Changes Everything

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4 min read
All Data and AI Weekly #240-04 May 2026

All Data and AI Weekly #240-04 May 2026

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13 min read
RAG Retrieval Quality: Are Large Models Really Necessary?

RAG Retrieval Quality: Are Large Models Really Necessary?

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9 min read
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