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# llm

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I built an open source LLM agent evaluation tool that works with any framework

I built an open source LLM agent evaluation tool that works with any framework

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5 min read
6-Band Prompt Decomposition: The Complete Technical Guide

6-Band Prompt Decomposition: The Complete Technical Guide

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4 min read
Vector Graph RAG: Multi-Hop RAG Without a Graph Database

Vector Graph RAG: Multi-Hop RAG Without a Graph Database

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Comments 1
4 min read
Gemma 4 After 24 Hours: What the Community Found vs What Google Promised

Gemma 4 After 24 Hours: What the Community Found vs What Google Promised

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5 min read
Text-to-SQL Finally Gets Real: DySQL-Bench, BibSQL, DLBench Fix the 'Perfect Query' Myth

Text-to-SQL Finally Gets Real: DySQL-Bench, BibSQL, DLBench Fix the 'Perfect Query' Myth

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3 min read
OpenAI just raised $122B. Frontier inference pricing hasn't moved in 9 weeks

OpenAI just raised $122B. Frontier inference pricing hasn't moved in 9 weeks

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1 min read
AI Integration Without AI Researchers: What Engineering Teams Actually Need in 2026

AI Integration Without AI Researchers: What Engineering Teams Actually Need in 2026

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4 min read
AI Doesn't Replace Thinking. It Replaces Forgetting.

AI Doesn't Replace Thinking. It Replaces Forgetting.

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5 min read
Claude Code Token Crisis: Why I Built a Local Agent Instead of Switching to Codex

Claude Code Token Crisis: Why I Built a Local Agent Instead of Switching to Codex

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3 min read
Gemma 4 VRAM Requirements: The hardware guide I wish I had

Gemma 4 VRAM Requirements: The hardware guide I wish I had

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1 min read
# 🚀 How Large Language Models (LLMs) Actually Work (With Diagrams + Code)

# 🚀 How Large Language Models (LLMs) Actually Work (With Diagrams + Code)

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2 min read
5 Context Window Tricks That Cut My Token Usage in Half

5 Context Window Tricks That Cut My Token Usage in Half

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3 min read
Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

Sub-Agent Architectures: Patterns, Trade-offs, and a Kotlin Implementation

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11 min read
I Eliminated Layout Jitter From LLM Streaming — Here's How

I Eliminated Layout Jitter From LLM Streaming — Here's How

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4 min read
We Scanned 12 Popular MCP Servers. Here's What We Found.

We Scanned 12 Popular MCP Servers. Here's What We Found.

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5 min read
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