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Fail-closed evidence for LLM tool calls (SHA-256 + MCP)

Fail-closed evidence for LLM tool calls (SHA-256 + MCP)

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4 min read
Why AI Agents Break in Production (And Why It’s Not a Prompt Problem)

Why AI Agents Break in Production (And Why It’s Not a Prompt Problem)

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5 min read
Building Interoperable AI Business Agents with UCP: DevBooks Agent Implementation Analysis

Building Interoperable AI Business Agents with UCP: DevBooks Agent Implementation Analysis

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6 min read
Local MCP Development with Zig and Gemini CLI

Local MCP Development with Zig and Gemini CLI

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7 min read
[Gemini][Python] LINE Bot AP2 Integration Series (Part 2) - Revisiting the Spec and Implementing a Credential Provider

[Gemini][Python] LINE Bot AP2 Integration Series (Part 2) - Revisiting the Spec and Implementing a Credential Provider

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9 min read
I Trained Probes to Catch AI Models Sandbagging

I Trained Probes to Catch AI Models Sandbagging

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6 min read
Vibe Coding and 1.5M API Leaks: The Moltbook Post-Mortem

Vibe Coding and 1.5M API Leaks: The Moltbook Post-Mortem

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4 min read
Write Agents in Rust — Run Them Locally on Android

Write Agents in Rust — Run Them Locally on Android

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1 min read
AI Agent for Every Website

AI Agent for Every Website

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5 min read
Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents

Stop Appending to Your Prompt: Implementing a "Garbage Collector" for AI Agents

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3 min read
Building Your First AI Agent in Node.js: A Deep Dive

Building Your First AI Agent in Node.js: A Deep Dive

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5 min read
Claude Code: Using Hooks for Guaranteed Context Injection

Claude Code: Using Hooks for Guaranteed Context Injection

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5 min read
How AI Agents Changed What I Write About (And Why You Should Still Care About Git)

How AI Agents Changed What I Write About (And Why You Should Still Care About Git)

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5 min read
A Hand for Daenerys: Why Tyrion Is Missing from Your Vibe-Coding Council

A Hand for Daenerys: Why Tyrion Is Missing from Your Vibe-Coding Council

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10 min read
Building a Splunk Investigator Agent with Strands Agents and Amazon Bedrock AgentCore

Building a Splunk Investigator Agent with Strands Agents and Amazon Bedrock AgentCore

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9 min read
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