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Customer Support Evidence: Summarize Large Documents with an LLM API, Batch and Streaming

Customer Support Evidence: Summarize Large Documents with an LLM API, Batch and Streaming

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6 min read
7 ways I cut my own LLM agent bill (with real numbers from an agent paying for itself)

7 ways I cut my own LLM agent bill (with real numbers from an agent paying for itself)

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2 min read
RubyLLM 2.x: What's new for your agents

RubyLLM 2.x: What's new for your agents

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9 min read
What AI reviewers catch when they must run the app, and the time it costs

What AI reviewers catch when they must run the app, and the time it costs

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6 min read
The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed

The Browser Becomes an AI Distribution Point: What Mozilla and Mistral Actually Changed

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5 min read
Mythos 5 Pressured a Real GitHub Maintainer in a Test. Anthropic Blames the Model's Notes

Mythos 5 Pressured a Real GitHub Maintainer in a Test. Anthropic Blames the Model's Notes

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7 min read
Kimi K3.1 Pro is out: what changed from K3, what it costs, and when you can run it yourself

Kimi K3.1 Pro is out: what changed from K3, what it costs, and when you can run it yourself

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3 min read
ChatGPT's Chrome Extension Just Became a Browser Agent

ChatGPT's Chrome Extension Just Became a Browser Agent

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2 min read
A System Prompt Is Not a Guardrail

A System Prompt Is Not a Guardrail

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2 min read
Breaking and Hardening an AI Agent: A Full Red Team Lab on Indirect Prompt Injection, Data Exfiltration, and Defenses That Actually Hold

Breaking and Hardening an AI Agent: A Full Red Team Lab on Indirect Prompt Injection, Data Exfiltration, and Defenses That Actually Hold

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10 min read
When to Use AI Caching, and When Not To

When to Use AI Caching, and When Not To

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5 min read
Check where your guardrails are configured, not what they say

Check where your guardrails are configured, not what they say

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3 min read
Your MCP server should not trust the model: a practical security review

Your MCP server should not trust the model: a practical security review

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5 min read
Encoding specificity: why a correction my agent filed decayed in a day — and the fix that held

Encoding specificity: why a correction my agent filed decayed in a day — and the fix that held

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3 min read
How to test your AI agent for prompt injection before you ship

How to test your AI agent for prompt injection before you ship

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5 min read
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