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A Prompt-Injection Detector That Only Speaks English

Multilingual tests reveal massive security gaps

A Prompt-Injection Detector That Only Speaks English

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7 min read
My routing policy and my traces disagreed 96 times. Never once on the main thread.

My routing policy and my traces disagreed 96 times. Never once on the main thread.

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Comments 7
14 min read
Vision-Language-Action Models: When LLMs Learn to Use Their Hands

Vision-Language-Action Models: When LLMs Learn to Use Their Hands

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15 min read
Why ChatGPT Cannot Wash Dishes

Why ChatGPT Cannot Wash Dishes

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3 min read
Before adopting DSPy, prove the LM program has a contract

Before adopting DSPy, prove the LM program has a contract

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3 min read
MCP Usage Metering: Track Agent Tool Calls Without Billing Surprises

MCP Usage Metering: Track Agent Tool Calls Without Billing Surprises

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Comments 3
9 min read
Tool calling Returns HTTP 200, But I “Assumed” the Tool Ran — Have You Seen This?

Tool calling Returns HTTP 200, But I “Assumed” the Tool Ran — Have You Seen This?

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Comments 1
3 min read
How I built a desktop console for managing LLM API keys, model discovery, and local routing

How I built a desktop console for managing LLM API keys, model discovery, and local routing

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1 min read
BinScope: Verify AI-Generated Binaries Are Actually What They Claim

BinScope: Verify AI-Generated Binaries Are Actually What They Claim

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3 min read
Agent Execution Protocol v1.1 — A microkernel runtime for LLM agents with watchdog timers and ACID transactions

Agent Execution Protocol v1.1 — A microkernel runtime for LLM agents with watchdog timers and ACID transactions

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3 min read
Why Token Cost Became a Real Line Item I Track

Why Token Cost Became a Real Line Item I Track

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3 min read
Making RAG Accurate in Java

Making RAG Accurate in Java

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8 min read
Making RAG Accurate in Python

Making RAG Accurate in Python

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8 min read
Prompt Caching and Cost Control in Java

Prompt Caching and Cost Control in Java

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8 min read
Evaluating LLM Apps in Python

Evaluating LLM Apps in Python

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9 min read
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