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The best bug reports were written by the suspect

The best bug reports were written by the suspect

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1 min read
From Chatbot to Mailbox: Persistent Agent Memory in Threads

From Chatbot to Mailbox: Persistent Agent Memory in Threads

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5 min read
LLM Evals For Developer Tools: Useful, Correct, Safe

Risk of agents gaming tests to pass

LLM Evals For Developer Tools: Useful, Correct, Safe

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18 min read
Sampling strategies compared: temperature, top-p, top-k, min-p, and what actually works in production

Sampling strategies compared: temperature, top-p, top-k, min-p, and what actually works in production

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9 min read
Why your AI Agent needs a sandbox, not a blank check 🛡️

Why your AI Agent needs a sandbox, not a blank check 🛡️

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1 min read
I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects

Precision-recall and the false positive mirage

I tested 3 models as AI agent quality inspectors: the stronger the model, the more valid work it rejects

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5 min read
Claude Fable 5 Was Jailbroken in 48 Hours. Here's What Actually Stopped Nothing.

Claude Fable 5 Was Jailbroken in 48 Hours. Here's What Actually Stopped Nothing.

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5 min read
SQL AI Database Solutions: Building a Safe Text-to-SQL App with Streamlit and Hugging Face

SQL AI Database Solutions: Building a Safe Text-to-SQL App with Streamlit and Hugging Face

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5 min read
We create a way to unload Qwen2.5 KV cache to RAM.

We create a way to unload Qwen2.5 KV cache to RAM.

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3 min read
I catalogued 32 real AI-agent failures, then marked the ones we cannot stop

I catalogued 32 real AI-agent failures, then marked the ones we cannot stop

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4 min read
Introducing Duplex: A Zero-Backend, Multiplexed LLM Inference Engine for True Client-Side Parallel AI

Introducing Duplex: A Zero-Backend, Multiplexed LLM Inference Engine for True Client-Side Parallel AI

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4 min read
PyTorch MLP Fusion, NVIDIA Agent Skill Security, & AI Tool Prompts Collection

PyTorch MLP Fusion, NVIDIA Agent Skill Security, & AI Tool Prompts Collection

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3 min read
I built an AI board of directors that debates a decision, then scores itself

I built an AI board of directors that debates a decision, then scores itself

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2 min read
From Pilots to Production: A Practical AI Playbook for Credit Unions

From Pilots to Production: A Practical AI Playbook for Credit Unions

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7 min read
How to Humanize AI Text Without Sounding Robotic

How to Humanize AI Text Without Sounding Robotic

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11 min read
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