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Profissional diante de três painéis digitais que representam um workflow linear, uma arquitetura híbrida com aprovação humana e um agente de IA adaptativo.
Artificial intelligence16/08/202613 min de leitura

AI agent or automation? How to decide between deterministic workflow, agent and hybrid architecture

A practical method for deciding how much autonomy to give AI by comparing predictability, ambiguity, risk, cost, latency, reversibility, and need for oversight.

Read article
Notebook com painel ilustrativo do GA4 destacando o canal Assistentes de IA, ao lado de ícones de diferentes assistentes e uma lupa sobre os dados de aquisição.
Digital Presence15/08/20268 min de leitura

How to measure traffic coming from ChatGPT, Gemini and other AI assistants in GA4

GA4 already has a native channel for AI Assistants. See where to find it, when regex still helps, and why AI Overviews and AI Mode come into play in Organic Search.

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Artificial intelligence14/08/20268 min de leitura

Tools, resources and prompts in MCP: what exactly can a server offer to an AI?

Understand what tools, resources, and prompts expose on an MCP server, who controls each resource, and what to review before authorizing a connection.

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Categories

Browse the blog main topics.

Artificial intelligence3 artigos

Generative AI, agents, models, automation and practical applications explained without hype.

Technology in Practice1 artigos

Digital technologies, tools and concepts explained using real-world problems and uses.

Product & Experience1 artigos

UX, software, development, data and decisions involved in creating good digital products.

Digital Presence3 artigos

How people, creators, professionals and businesses build identity, content and experiences in the digital environment.

Latest articles

Recent posts and new content.

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Laptop com painel sobre robots.txt para IA, ícones de GPTBot, OAI-SearchBot, Googlebot, Google-Extended e ChatGPT-User, escudo digital e opções de bloqueio.
Digital Presence20/08/202614 min de leitura

Robots.txt for AI: what to block in GPTBot, OAI-SearchBot and Google-Extended without losing search

Understand the role of GPTBot, OAI-SearchBot, ChatGPT-User, Googlebot and Google-Extended and choose robots.txt, noindex and WAF rules without blocking the visibility you want to m...

Read article
Profissional diante de três painéis digitais que representam um workflow linear, uma arquitetura híbrida com aprovação humana e um agente de IA adaptativo.
Artificial intelligence16/08/202613 min de leitura

AI agent or automation? How to decide between deterministic workflow, agent and hybrid architecture

A practical method for deciding how much autonomy to give AI by comparing predictability, ambiguity, risk, cost, latency, reversibility, and need for oversight.

Read article
Notebook com painel ilustrativo do GA4 destacando o canal Assistentes de IA, ao lado de ícones de diferentes assistentes e uma lupa sobre os dados de aquisição.
Digital Presence15/08/20268 min de leitura

How to measure traffic coming from ChatGPT, Gemini and other AI assistants in GA4

GA4 already has a native channel for AI Assistants. See where to find it, when regex still helps, and why AI Overviews and AI Mode come into play in Organic Search.

Read article
Diagrama editorial do fluxo entre uma solicitação à IA, o modelo, o MCP client, o MCP server e um sistema externo.
Technology in Practice15/08/20269 min de leitura

MCP does not replace API: where does it come in when AI uses tools

MCP doesn't eliminate APIs: it standardizes how AI applications discover and use external tools, data, and flows. See where each layer comes in.

Read article
Artificial intelligence14/08/20268 min de leitura

Tools, resources and prompts in MCP: what exactly can a server offer to an AI?

Understand what tools, resources, and prompts expose on an MCP server, who controls each resource, and what to review before authorizing a connection.

Read article
Sistema de IA conectado a dados e ferramentas, com camadas visuais de controle sobre acesso, contexto e ações.
Product & Experience14/08/20269 min de leitura

OWASP Top 10 for LLMs 2026: What Changes for AI Products

OWASP has updated the Top 10 for applications with LLMs in 2026. See what has changed and how to translate the new signals into product, architecture and launch decisions.

Read article
Painel genérico de permissões de um agente de IA com acessos separados para e-mail, calendário e navegador.
Artificial intelligence14/08/20269 min de leitura

Before Connecting an AI Agent to Your Email, Calendar, and Browser: What to Review

Before connecting an AI agent to your accounts, compare reading and writing, reversibility, data sensitivity, and when to require human approval.

Read article
Perfil do Instagram representado ao lado de uma página centralizada com diferentes destinos digitais organizados.
Digital Presence13/08/20267 min de leitura

Instagram allows 5 links in bio: is it still worth using a link page in 2026?

Instagram accepts up to five links in the profile. See when this is enough and when your own page improves organization, identity, metrics and campaigns.

Read article

Artificial intelligence

Generative AI, agents, models, automation and practical applications explained without hype.

View all
Profissional diante de três painéis digitais que representam um workflow linear, uma arquitetura híbrida com aprovação humana e um agente de IA adaptativo.
Artificial intelligence16/08/202613 min de leitura

AI agent or automation? How to decide between deterministic workflow, agent and hybrid architecture

A practical method for deciding how much autonomy to give AI by comparing predictability, ambiguity, risk, cost, latency, reversibility, and need for oversight.

Read article
Artificial intelligence14/08/20268 min de leitura

Tools, resources and prompts in MCP: what exactly can a server offer to an AI?

Understand what tools, resources, and prompts expose on an MCP server, who controls each resource, and what to review before authorizing a connection.

Read article
Painel genérico de permissões de um agente de IA com acessos separados para e-mail, calendário e navegador.
Artificial intelligence14/08/20269 min de leitura

Before Connecting an AI Agent to Your Email, Calendar, and Browser: What to Review

Before connecting an AI agent to your accounts, compare reading and writing, reversibility, data sensitivity, and when to require human approval.

Read article

Technology in Practice

Digital technologies, tools and concepts explained using real-world problems and uses.

View all
Diagrama editorial do fluxo entre uma solicitação à IA, o modelo, o MCP client, o MCP server e um sistema externo.
Technology in Practice15/08/20269 min de leitura

MCP does not replace API: where does it come in when AI uses tools

MCP doesn't eliminate APIs: it standardizes how AI applications discover and use external tools, data, and flows. See where each layer comes in.

Read article

No articles published yet.

Product & Experience

UX, software, development, data and decisions involved in creating good digital products.

View all
Sistema de IA conectado a dados e ferramentas, com camadas visuais de controle sobre acesso, contexto e ações.
Product & Experience14/08/20269 min de leitura

OWASP Top 10 for LLMs 2026: What Changes for AI Products

OWASP has updated the Top 10 for applications with LLMs in 2026. See what has changed and how to translate the new signals into product, architecture and launch decisions.

Read article

No articles published yet.

Digital Presence

How people, creators, professionals and businesses build identity, content and experiences in the digital environment.

View all
Laptop com painel sobre robots.txt para IA, ícones de GPTBot, OAI-SearchBot, Googlebot, Google-Extended e ChatGPT-User, escudo digital e opções de bloqueio.
Digital Presence20/08/202614 min de leitura

Robots.txt for AI: what to block in GPTBot, OAI-SearchBot and Google-Extended without losing search

Understand the role of GPTBot, OAI-SearchBot, ChatGPT-User, Googlebot and Google-Extended and choose robots.txt, noindex and WAF rules without blocking the visibility you want to m...

Read article
Notebook com painel ilustrativo do GA4 destacando o canal Assistentes de IA, ao lado de ícones de diferentes assistentes e uma lupa sobre os dados de aquisição.
Digital Presence15/08/20268 min de leitura

How to measure traffic coming from ChatGPT, Gemini and other AI assistants in GA4

GA4 already has a native channel for AI Assistants. See where to find it, when regex still helps, and why AI Overviews and AI Mode come into play in Organic Search.

Read article
Perfil do Instagram representado ao lado de uma página centralizada com diferentes destinos digitais organizados.
Digital Presence13/08/20267 min de leitura

Instagram allows 5 links in bio: is it still worth using a link page in 2026?

Instagram accepts up to five links in the profile. See when this is enough and when your own page improves organization, identity, metrics and campaigns.

Read article

Technology behind the scenes. People in the center.

The Biomi Blog is Biomi's space to understand how technology transforms the digital world — and where it really helps.

We talk about artificial intelligence, software, digital products, automation, experience, data, privacy and new ways of creating, working, communicating and building on the internet.

We also make space for the Biomi ecosystem: the problems our products seek to solve, how digital experiences are designed and what we learn by transforming everyday needs into tools.

Our approach is based on a simple principle: technology should reduce complexity, not create it. Therefore, we avoid hype, empty promises and unexplained jargon. When a technology is useful, we show where. When there are limits, we show them too.

Responsible: Equipe Editorial da Biomicontact@biomi.space

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