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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
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
OpenAI Built a Lockdown Mode Because Tool-Based Data Exfiltration Is Real — Here's What Catches It Earlier

OpenAI Built a Lockdown Mode Because Tool-Based Data Exfiltration Is Real — Here's What Catches It Earlier

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5 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
What Building a Multi-Model AI Gateway Taught Me About Reliability

What Building a Multi-Model AI Gateway Taught Me About Reliability

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8 min read
Agent Harness Comparison: Claude Code, Aider, Cursor Agent, Codex CLI

Agent Harness Comparison: Claude Code, Aider, Cursor Agent, Codex CLI

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14 min read
What Building My Own AI Bot Taught Me About Generative AI

Intelligence as high-quality retrieval

What Building My Own AI Bot Taught Me About Generative AI

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6 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
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
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
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