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Retrieval-Augmented Generation; Enhancing AI Accuracy in Production Systems

Retrieval-Augmented Generation; Enhancing AI Accuracy in Production Systems

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3 min read
Deterministic First, LLM Second: An Advisory CI Pre-Screen

Deterministic First, LLM Second: An Advisory CI Pre-Screen

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8 min read
I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

I added a local eval loop to my personal AI assistant — here's what 800 scored interactions taught me

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1 min read
To Teach AI How to Remember, First Teach It How to Forget 2/2

To Teach AI How to Remember, First Teach It How to Forget 2/2

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9 min read
Graphify + code-review-graph: Build a Self-Updating Knowledge Graph for Claude Code and other AI Coding Agent

Graphify + code-review-graph: Build a Self-Updating Knowledge Graph for Claude Code and other AI Coding Agent

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53 min read
38% of AI Answers Are Wrong — And It's Your Prompt's Fault

38% of AI Answers Are Wrong — And It's Your Prompt's Fault

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3 min read
Anthropic Closes Claude Loophole for Agent Tools

Anthropic Closes Claude Loophole for Agent Tools

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4 min read
EVAL #010: The AI Coding Agent Wars — 10 Agents, 4 Architectures, 1 Winner (For Now)

EVAL #010: The AI Coding Agent Wars — 10 Agents, 4 Architectures, 1 Winner (For Now)

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12 min read
Claude Haiku 4.5 Outperformed Sonnet 4.6 on PR Writing - Context Was the Difference

Claude Haiku 4.5 Outperformed Sonnet 4.6 on PR Writing - Context Was the Difference

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5 min read
CARE Loop: A Human-Centered Framework for Local LLM Development

CARE Loop: A Human-Centered Framework for Local LLM Development

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5 min read
Your AI Agent Doesn't Exist Between Messages. And That's the Real Problem.

Your AI Agent Doesn't Exist Between Messages. And That's the Real Problem.

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6 min read
Compare harnesses not models: Blitzy vs GPT-5.4 on SWE-Bench Pro

Compare harnesses not models: Blitzy vs GPT-5.4 on SWE-Bench Pro

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7 min read
Sub-Quadratic Sparse Attention: How SSA Solves the Long-Context Problem

Sub-Quadratic Sparse Attention: How SSA Solves the Long-Context Problem

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10 min read
Building a Voice-Controlled AI Agent using AssemblyAI and Groq

Building a Voice-Controlled AI Agent using AssemblyAI and Groq

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1 min read
Why I stopped letting LLMs write my Terraform

Why I stopped letting LLMs write my Terraform

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1 min read
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