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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
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
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
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
Less Is More: Why 3 Code Examples Beat 10 Rules for LLM Code Generation

Less Is More: Why 3 Code Examples Beat 10 Rules for LLM Code Generation

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4 min read
Mistral Medium 3.5 Review: A 128B Open-Weight Model With a Coding Agent That Opens PRs For You

Mistral Medium 3.5 Review: A 128B Open-Weight Model With a Coding Agent That Opens PRs For You

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9 min read
We Built the Infrastructure for AI to Stop Guessing About Local Businesses

We Built the Infrastructure for AI to Stop Guessing About Local Businesses

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5 min read
Building a Fully-Local Research RAG on 2 GTX 1080 Ti + an RTX 3090 — 3 Gotchas

Building a Fully-Local Research RAG on 2 GTX 1080 Ti + an RTX 3090 — 3 Gotchas

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5 min read
LangChain vs LlamaIndex vs Raw API Calls: What I Chose After 3 Production Projects

LangChain vs LlamaIndex vs Raw API Calls: What I Chose After 3 Production Projects

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5 min read
I Fuzzed 12 LLMs With 19 Payloads — Here What Broke

I Fuzzed 12 LLMs With 19 Payloads — Here What Broke

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2 min read
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