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# llm

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Aprenda avaliar a qualidade do seu agente de AI, RAG e LLM
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Aprenda avaliar a qualidade do seu agente de AI, RAG e LLM

6
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22 min read
Solving Tool Integration and Orchestration in AI Agents with MCP

Solving Tool Integration and Orchestration in AI Agents with MCP

1
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3 min read
numasec Wants to Be the Claude Code of Penetration Testing

numasec Wants to Be the Claude Code of Penetration Testing

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5 min read
Stop Sending Raw PII to Your LLM

Stop Sending Raw PII to Your LLM

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2 min read
Xoul - Building a Local AI Agent Platform with Small LLMs: The Walls of Tool Calling and Practical Solutions

Xoul - Building a Local AI Agent Platform with Small LLMs: The Walls of Tool Calling and Practical Solutions

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3 min read
Cloudflare Workers HTML to Markdown on the Free Plan
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Cloudflare Workers HTML to Markdown on the Free Plan

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5 min read
TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform
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Separate claim extraction and verification

TraceMind v2 — I added hallucination detection and A/B testing to my open-source LLM eval platform

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2 min read
Why Your AI Agent Works in Demo but Fails in Production: The Hidden Gaps

Why Your AI Agent Works in Demo but Fails in Production: The Hidden Gaps

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2 min read
Defluffer promete -45% en tokens. Yo medí el costo semántico del ahorro y es incómodo
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Defluffer promete -45% en tokens. Yo medí el costo semántico del ahorro y es incómodo

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9 min read
The AI Prototype Illusion: Why AI Demos Look Easy but Production Systems Are Hard?
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The AI Prototype Illusion: Why AI Demos Look Easy but Production Systems Are Hard?

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4 min read
MCP Server & Client in Spring AI: Stop Coupling Tools to Your AI Host
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MCP Server & Client in Spring AI: Stop Coupling Tools to Your AI Host

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5 min read
Bot Abuse in AI APIs: Why Your LLM Endpoint Is a Target

Bot Abuse in AI APIs: Why Your LLM Endpoint Is a Target

1
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4 min read
Agentes IA que pasan tus tests. Ese es el problema.
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Agentes IA que pasan tus tests. Ese es el problema.

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9 min read
I built ragway — a Python RAG library controlled by a single YAML file
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I built ragway — a Python RAG library controlled by a single YAML file

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2 min read
3 AI Agent Guardrail Failure Modes from the HN CTF

3 AI Agent Guardrail Failure Modes from the HN CTF

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3 min read
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