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A five-minute test for any RAG assistant: two documents with conflicting dates

A five-minute test for any RAG assistant: two documents with conflicting dates

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2 min read
What It Actually Costs to Serve a 1M-Token Model in Production

What It Actually Costs to Serve a 1M-Token Model in Production

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12 min read
AI Solved the Problem Perfectly. There Was Just One Problem.

AI Solved the Problem Perfectly. There Was Just One Problem.

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5 min read
Teaching a Memory Engine to Sleep: Async Reflection Pushes LoCoMo to 85.3%

Teaching a Memory Engine to Sleep: Async Reflection Pushes LoCoMo to 85.3%

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6 min read
One Python Agent Core, Four Ways to Run It: Nova on Server, Web, TUI, and Desktop

One Python Agent Core, Four Ways to Run It: Nova on Server, Web, TUI, and Desktop

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12 min read
ROCm vs Vulkan for AMD Local LLM Hosting: 2026 Guide

ROCm vs Vulkan for AMD Local LLM Hosting: 2026 Guide

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20 min read
NylonME vs TencentDB-Agent-Memory: A Collision of Two Memory Philosophies

NylonME vs TencentDB-Agent-Memory: A Collision of Two Memory Philosophies

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11 min read
Choosing an Agent Memory Engine: A Six-Dimension Evaluation Framework

Choosing an Agent Memory Engine: A Six-Dimension Evaluation Framework

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9 min read
Let the LLM Talk, Let a Script Do the Math: A Three-Part Pattern for Decision Agents

Let the LLM Talk, Let a Script Do the Math: A Three-Part Pattern for Decision Agents

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4 min read
How I’d Build an AI-Powered Mobile App in 2026: Architecture, Stack, and Practical Trade-Offs

How I’d Build an AI-Powered Mobile App in 2026: Architecture, Stack, and Practical Trade-Offs

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10 min read
Your AI Agent Has a Burn Rate — So I Benchmarked the Cost of a Correct Answer

Kaggle Benchmarking Challenge Submission

Your AI Agent Has a Burn Rate — So I Benchmarked the Cost of a Correct Answer

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4 min read
Three ways LLM tool calls lie to you — and the action layer I built to catch them

Three ways LLM tool calls lie to you — and the action layer I built to catch them

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2 min read
Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

Agent Skills vs MCP: I Stopped Reading Hot Takes and Measured the Actual Context Cost

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12 min read
LLM Development: A Practical Guide

LLM Development: A Practical Guide

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6 min read
LLVM debates building ClangIR by default

LLVM debates building ClangIR by default

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3 min read
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