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Building an Offline AI Security Scanner That Doesn't Hallucinate Findings

Building an Offline AI Security Scanner That Doesn't Hallucinate Findings

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3 min read
Context Engineering: The New Standard for AI Development

Context Engineering: The New Standard for AI Development

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3 min read
I Built Nabsun: An Open-Source AI Browser That Works in Your Real Tabs

I Built Nabsun: An Open-Source AI Browser That Works in Your Real Tabs

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6 min read
Token Budget Alarm on a Free Server

Token Budget Alarm on a Free Server

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4 min read
SFT vs. RL: What Changes Inside the Model?

SFT vs. RL: What Changes Inside the Model?

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6 min read
Stop Trusting Text-Only Agent Leaderboards: Lessons from Cua-Bench and Factorio

Stop Trusting Text-Only Agent Leaderboards: Lessons from Cua-Bench and Factorio

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4 min read
hello world !

hello world !

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1 min read
I gave my AI agent one harmless permission. It became a backdoor for everyone.

I gave my AI agent one harmless permission. It became a backdoor for everyone.

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4 min read
MonkeyCode from Zero: A Gated Free-Tier Walkthrough

MonkeyCode from Zero: A Gated Free-Tier Walkthrough

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4 min read
Do agents survive a crash, and why does an LLM retry execute the same side effect twice? 34 runs measured

Do agents survive a crash, and why does an LLM retry execute the same side effect twice? 34 runs measured

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4 min read
A Reader Caught My Answer Key Drifting Toward the Model

A Reader Caught My Answer Key Drifting Toward the Model

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4 min read
Building a Chatbot Taught Me About LLM APIs

Building a Chatbot Taught Me About LLM APIs

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2 min read
Make Retry Idempotency an Invariant Before You Move a Batch Job to a Free Model Endpoint

Make Retry Idempotency an Invariant Before You Move a Batch Job to a Free Model Endpoint

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5 min read
Building a Reliable Multi-Agent Pipeline with the Claude API: Orchestration Patterns That Hold Up in Production

Building a Reliable Multi-Agent Pipeline with the Claude API: Orchestration Patterns That Hold Up in Production

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7 min read
How Runtime Policy Enforcement Works Around AI Agent Actions

How Runtime Policy Enforcement Works Around AI Agent Actions

Comments 2
5 min read
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