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The Quant Didn't Break the Weights. It Broke the Code.

The Quant Didn't Break the Weights. It Broke the Code.

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5 min read
What changed in open models and AI agent tools this week

What changed in open models and AI agent tools this week

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4 min read
Your AI's memory should be yours, not the vendor's: how SKV works

Your AI's memory should be yours, not the vendor's: how SKV works

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5 min read
Normal vs uncensored: what 540 prompts across three pairs actually show

Normal vs uncensored: what 540 prompts across three pairs actually show

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3 min read
How to Stop a Long LLM Answer From Freezing When the Server Runs Out of Memory

How to Stop a Long LLM Answer From Freezing When the Server Runs Out of Memory

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8 min read
Wrong but Real: Evaluating Intent-First Cypher Generation at 2,000 Properties (Ontographia Part 3)

Wrong but Real: Evaluating Intent-First Cypher Generation at 2,000 Properties (Ontographia Part 3)

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24 min read
Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

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4 min read
告警來了,讓 LLM 先做第一輪診斷:Grafana webhook 加一個小接收端就能做到(附可跑的範例)

告警來了,讓 LLM 先做第一輪診斷:Grafana webhook 加一個小接收端就能做到(附可跑的範例)

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3 min read
I Built an Android AI Assistant That Doesn't Need the Cloud

I Built an Android AI Assistant That Doesn't Need the Cloud

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4 min read
How Much VRAM Does a Local LLM Actually Need?

How Much VRAM Does a Local LLM Actually Need?

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3 min read
Outcome-Based Pricing for AI Agents: Why SaaS Is Shifting From Seats to Results?

Outcome-Based Pricing for AI Agents: Why SaaS Is Shifting From Seats to Results?

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5 min read
Humanity's Last Exam on Hugging Face: At Least 23 of the Top 24 Rows Use Tools, and the Board Has No Column for It

Humanity's Last Exam on Hugging Face: At Least 23 of the Top 24 Rows Use Tools, and the Board Has No Column for It

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15 min read
Convert CSV and JSON to Markdown Tables for LLM Prompts and Chatbot Knowledge With Python (Escaping, Ragged Rows, Nested Fields)

Convert CSV and JSON to Markdown Tables for LLM Prompts and Chatbot Knowledge With Python (Escaping, Ragged Rows, Nested Fields)

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7 min read
When Is a KV Cache Slot Actually Free? Lessons From the SGLang and Cloudflare Cross-Request Exposure

When Is a KV Cache Slot Actually Free? Lessons From the SGLang and Cloudflare Cross-Request Exposure

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15 min read
Your Schema Said Every Field Was Required So the Model Invented a Date

Your Schema Said Every Field Was Required So the Model Invented a Date

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2 min read
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