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Rio de Janeiro's 'Homegrown' AI Was Someone Else's Model With a New Name

Rio de Janeiro's 'Homegrown' AI Was Someone Else's Model With a New Name

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8 min read
One image schema for four VLM providers: we stopped reformatting payloads

One image schema for four VLM providers: we stopped reformatting payloads

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4 min read
Introducing Noesis: An AI-Native Runtime for Epistemic Honesty

Introducing Noesis: An AI-Native Runtime for Epistemic Honesty

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2 min read
Rails, Not Rules: enforcing a coding agent's domain vocabulary with checks

Rails, Not Rules: enforcing a coding agent's domain vocabulary with checks

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13 min read
#3 setting env

#3 setting env

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2 min read
Prompting styles - Basic

Prompting styles - Basic

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2 min read
Why Chunking Matters in RAG: The Hidden Key to Better Retrieval

Why Chunking Matters in RAG: The Hidden Key to Better Retrieval

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2 min read
Free contextual chunk headers: heading-aware chunking for hybrid retrieval

Free contextual chunk headers: heading-aware chunking for hybrid retrieval

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4 min read
Why JSON is Becoming a Bottleneck for AI Agents

Why JSON is Becoming a Bottleneck for AI Agents

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2 min read
Anthropic's Dynamic Workflows Aren't Just Another Agent Feature

Anthropic's Dynamic Workflows Aren't Just Another Agent Feature

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3 min read
How I built a zero-token memory layer for LLMs (and why it outperforms vector store approaches)

How I built a zero-token memory layer for LLMs (and why it outperforms vector store approaches)

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3 min read
Is MCP Dead? When the Model Context Protocol Earns Its Complexity

Is MCP Dead? When the Model Context Protocol Earns Its Complexity

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5 min read
Mistral Large vs LLaMA 4 vs Phi-4: Best Open-Source LLM for Code Generation in 2026

Mistral Large vs LLaMA 4 vs Phi-4: Best Open-Source LLM for Code Generation in 2026

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5 min read
Stop sharing one OpenAI key across all your users

Stop sharing one OpenAI key across all your users

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1 min read
Catch prompt injection (and leaked secrets) in your AI agent's outgoing messages

Catch prompt injection (and leaked secrets) in your AI agent's outgoing messages

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3 min read
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