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Poisoning the Well: Defending Agentic Vector Databases from Diagnostic Key Leaks

Poisoning the Well: Defending Agentic Vector Databases from Diagnostic Key Leaks

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4 min read
Modelo ou harness? O modelo define o teto, mas o harness decide o resultado

Modelo ou harness? O modelo define o teto, mas o harness decide o resultado

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12 min read
D+T2 names who enters; budget names who gets seen

D+T2 names who enters; budget names who gets seen

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6 min read
From RAG to Agentic AI. How I Added LangGraph to My Local RAG

From RAG to Agentic AI. How I Added LangGraph to My Local RAG

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6 min read
LLM pipelines fail silently by default

LLM pipelines fail silently by default

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7 min read
I Built an MCP Server That Checks Whether Your Client's Business Shows Up in AI Search

I Built an MCP Server That Checks Whether Your Client's Business Shows Up in AI Search

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3 min read
从SGLang、vLLM的异同推演未来AI演化

从SGLang、vLLM的异同推演未来AI演化

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2 min read
Building a unified OpenAI-compatible gateway for 16 Chinese LLMs: architecture notes on routing, payments and ops

Building a unified OpenAI-compatible gateway for 16 Chinese LLMs: architecture notes on routing, payments and ops

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3 min read
AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment

AI Agent Security Audit: From MCP Penetration Testing to LLM Vulnerability Assessment

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7 min read
Reader-driven revisions: four comments that bit back

Reader-driven revisions: four comments that bit back

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5 min read
Knowledge Is Not a Store: Why Every Container Died and Every Loop Survived

Knowledge Is Not a Store: Why Every Container Died and Every Loop Survived

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6 min read
Structured Outputs: How We Stopped Parsing LLM Responses by Hand

Structured Outputs: How We Stopped Parsing LLM Responses by Hand

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6 min read
The real cost is not "AI"

The real cost is not "AI"

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3 min read
Spec-driven development change AI-generated code maintenance

Spec-driven development change AI-generated code maintenance

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6 min read
What Building an AI Detector Taught Me About Machine Learning

What Building an AI Detector Taught Me About Machine Learning

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2 min read
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