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Innovation in Generative AI

Technical and strategic articles for leaders who want to accelerate digital transformation with Google Cloud and AI.

Most recent Governança & Compliance
6 min

Why Autonomous Agent Security Fails With Just Prompts and How to Orchestrate Governance

Autonomous agent security fails when relying solely on syntax and system prompts. Discover how Model Armor and Agent Anomaly Detection mitigate logic risks.

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All articles

(109)
Governança & Compliance

Secure Orchestration Architecture: Connecting Gemini Enterprise Agent Runtime via Apigee

Secure orchestration architecture for connecting the Gemini Enterprise Agent Runtime to legacy backends demands strict controls via Apigee and Private Service Connect.

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Engenharia Agêntica

Converting Legacy REST APIs: The End of MCP Middleware with Google Cloud API Gateway

Converting legacy REST APIs into native MCP tools via Google Cloud API Gateway eliminates the need for intermediate servers in your architecture.

Fabiano Brito Read more
Inteligência Artificial

Connected apps gemini airtable: B2B Agent Orchestration with Linear and Adobe

Discover how the new Connected Apps in Gemini centralize enterprise workflows, integrating Airtable, Linear, and Adobe directly into the B2B assistant.

Fabiano Brito Read more
Engenharia Agêntica

Gemini Enterprise Agent Evaluation: Why the Trajectory Matters More Than the Response

Evaluating Gemini Enterprise agents requires analyzing not just the final response, but the tool-calling trajectory. Learn how to unify your testing.

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Engenharia Agêntica

Context Caching in Production: Reducing RAG costs by 70%

Gemini Context Caching reduces input costs and latency for long-context RAG.

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Agentic Engineering

Gemini API in 2026: agents, limits, and keys for web development

Managed agents, combined tools, asynchronous execution, and new quota and authentication rules have changed web architecture with the Gemini API.

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Engenharia Agêntica

When NOT to Use Autonomous Agents in Production: 4 Contraindications

Agents are powerful, but they are not a silver bullet. Discover the 4 design scenarios where autonomous agents break architectures, inflate costs, and create compliance risks.

Fabiano Brito Read more
Engenharia Agêntica

Antigravity (agy) CLI quota: limits, plans, and sharing with Gemini CLI

Does the agy CLI share quota with Gemini CLI? Antigravity 2.0 quota explained: compute-based limits, the four surfaces, individual and enterprise plans, and how to migrate.

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Engenharia Agêntica

Gemini 3.5 Flash Enterprise: Speed, Cost, and Agents

Gemini 3.5 Flash Enterprise is Google's new architecture optimized for autonomous agents. Understand costs, speed, and when to choose it over Pro.

Fabiano Brito Read more
Educação & EdTech

Technical Tutorial: How to Enable Gemini Enterprise for Educational Institutions with Microsoft 365

Gemini Enterprise for educational institutions connects Microsoft 365 to Google Cloud to build secure AI agents. Learn how to enable this technical MVP.

Fabiano Brito Read more
Inteligência Artificial

Gemini video generation: The impact of the Veo model on corporate content

Gemini and the Veo model optimize corporate video generation. Discover how this integration transforms marketing and e-learning workflows.

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Ferramentas Google

Google Workspace vs Microsoft 365 in Brazil 2026: pricing and LGPD

Google Workspace pricing in Brazil for 2026, from Business Starter up, compared with Microsoft 365, plus what LGPD compliance actually requires from each platform.

Fabiano Brito Read more

More articles

(96)
Gemini Enterprise Agent Platform Deployment in 30 Days: A Real-World Roadmap for Brazilian CTOs in 2026
Estratégia de IA
Enterprise Prompt Engineering in 2026: What Changes When Agents with Gemini 3.5 and GPT-5.5 Go to Production
Engenharia Agêntica
Enterprise RAG with Agent Search: Architecture and Costs in 2026
Engenharia Agêntica
AI Agent, Assistant, or Chatbot? The Architectural Difference Dictating Cost, Governance, and Scale in 2026
Estratégia de IA
Gemini Enterprise vs ChatGPT Enterprise: Which is the Best Choice for Brazilian Corporations in 2026
Ferramentas Google
Gemini Enterprise vs Microsoft Copilot 365: price, agents and TCO
Ferramentas Google
Corporate AI Governance in 2026: Risk Control and LGPD with Gemini Enterprise
Governança & LGPD
What is Generative AI: The Ultimate Guide for Managers in 2026
Estratégia de IA
Corporate Multimodality with Gemini 3.5: The New Operations Architecture in 2026
Ferramentas Google
What is Gemini Enterprise in 2026: Google Cloud's Agentic Platform
Ferramentas Google
2026 Gemini Enterprise Agent Platform ROI by Vertical
Estratégia de IA
BigQuery: SQL That Thinks with AI — Parse, Summarize, and Optimize for Agentic Workflows
Google Cloud
ADK 1.0 GA: 3 Production Patterns Validated by Google for Enterprise Agentic Engineering
Agentic Engineering
ADK Go 1.0: 3 Validated Production Patterns for the Agentic Era (OpenTelemetry, HITL, Self-Healing)
Agentic Engineering
Óculos com Gemini: fatos do anúncio Android XR
Estratégia de IA
Gemini for Science: agents for hypotheses, code and literature
Estratégia de IA
Gemini Omni: what is factual in the multimodal video announcement
Estratégia de IA
Gemini Spark: what Google announced and how to govern it
Ferramentas Google
Google AI Studio at I/O 2026: Workspace, Android and deploy
Ferramentas Google
Google AI Ultra in 2026: what changes for AI budgeting
Estratégia de IA
Antigravity e Managed Agents: fatos para times técnicos
Engenharia Agêntica
Google Cloud no I/O 2026: fatos do stack agêntico
Google Cloud
Flow, Pomelli and Stitch: Google Labs moved creation toward agents
Ferramentas Google
AI Mode no Google Search: fatos do I/O 2026
Estratégia de IA
Project Genie with Street View: simulation anchored in the real world
Estratégia de IA
SynthID e C2PA: fatos para governança de mídia de IA
Governança & LGPD
Universal Cart: o que a Google anunciou para compras com IA
Estratégia de IA
Workspace no I/O 2026: voz, imagem e agentes no trabalho
Ferramentas Google
Google Workspace Managed MCP Servers: Connecting External Agents with Enterprise Security
Agentic Engineering
Cloud Workstations + GeminiClaw: a secure environment for building AI agents in production
Agentic Engineering
AI Tutors in Online Learning: How to Cut Dropout Rates Without Hiring More Staff
Inovação Educacional
Google Workspace as an Agentic Platform: A Practical Guide for Administrators
Google Tools
MCP vs A2A: The Essential Architectural Distinction for Agent Engineers in 2026
architecture
Gemini API now has webhooks: the end of polling in Veo and batch pipelines
Agentic Engineering
Git Worktrees as an Orchestration Primitive: 5 Agents in Parallel on the Same Repo Without Merge Conflicts
Engenharia Agêntica
AGENTS.md: Why Humans Should Write Agent Context (Not AI)
Agentic Engineering
Agent Sandbox vs Code Interpreter: Why GKE Beats the Native Sandbox
Agentic Engineering
Agents CLI: Google turns your editor into an ADK specialist
Agentic Engineering
Workspace Intelligence: Gemini finally understands your company's work
Google Workspace
Memory Bank in Production: 3 Patterns to Prevent PII Leakage Between Client Sessions
Engenharia Agêntica
The agent orchestra: why 3 specialists beat 1 generalist in production
Agentic Engineering
Vertex AI becomes Gemini Enterprise Agent Platform: what changes for your company
Agentic Engineering
How hospitals are reducing medical errors with generative AI in 2026
Health & Hospital
AI agent over structured data: text-to-SQL with Gemini + BigQuery in practice
Google Tools
AML with a Gemini Enterprise agent: from alert to COAF report
Use Cases
Evaluating AI agents in production: how to measure quality without fooling yourself
Google Tools
Smart Catalog in Retail: 80% Less Registration Time with Gemini Enterprise
Use Cases
Change management for corporate AI: why 70% of projects fail here (not in technology)
AI Strategy
Gemini Enterprise Connectors: SAP, Salesforce and ServiceNow in Practice
Google Tools
Embeddings and Enterprise Semantic Search: the Invisible Engine Behind RAG
Google Tools
Vertex AI vs Gemini Enterprise: the real difference in 2026
Comparisons
Gemini vs Claude vs Llama on Vertex AI: Which Model to Pick
Comparisons
Gemini for Workspace in Practice: Docs, Sheets, Gmail and Meet Actually Used
AI Strategy
Smart KYC with Gemini Enterprise: mid-size bank case (from 4h to 12 min)
Use Cases
Multi-Step AI Agents: Production-Grade Orchestration Patterns
Google Tools
NotebookLM Enterprise for Universities: Brazilian R&D Cases
Google Tools
Shift handover with Gemini Enterprise: the CareShift AI case at a mid-sized hospital
Use Cases
DPIA Template for Gemini Enterprise: LGPD-Compliant Guide
Governance & Compliance
AI Agent Security: Prompt Injection and Data Exfiltration Defense
Governance & Compliance
Email triage with an agent: how an insurer processes 8,000 messages/day
Use Cases
GeminiClaw: Local-First Multi-Agent Orchestrator
Agentic Engineering
Gemini Embedding 2: One Vector for Text, Image, Video and Audio
Agentic Engineering
Google ADK: 30+ Integrations for AI Agents
Agentic Engineering
Agents, Skills, or MCP? How to Orchestrate your AI Stack Without Creating New Bottlenecks
Agentic Engineering
The Spotify Case and the End of Manual Coding with AI
Agentic Engineering
OpenClaw: The Blueprint for Personal Agents
Agentic Engineering
Gemini 3.1 Pro: AI-Powered Development on GCP
Google Tools
The Hidden Cost of Cheap Email (UOL/Locaweb)
Governance & Compliance
ROI of AI: How to justify the investment to the CFO
AI Strategy
You Will Manage Robots: Prepare or Retire
AI Strategy
Is Your B2B Buying Like It's 1990? They'll Switch You.
Use Cases
Why Do Your Students Drop Out in the 1st Semester?
Education & EdTech
Dumb Search: 30% of Sales Lost in Retail
Use Cases
Is Your Video Team a Bottleneck? (Produce 100h in 1 Day)
Education & EdTech
Data Leaking to ChatGPT? Meet Gemini
Google Tools
Autonomous Agents: Software That Decides on Its Own
AI Strategy
The Academic Registrar is Where Your Enrollment Dies
Education & EdTech
Shift's Over, the Error Began: The Handoff Crisis
Health & Hospital
Nurses Shouldn't Be Typists
Health & Hospital
Leveling: Save the Freshman from the 'Reality Shock'
Education & EdTech
50 PDFs into an AI Expert in 3 Minutes
Google Tools
Med-PaLM vs GPT-5.3: The Danger of Generalist AI in Healthcare
Health & Hospital
Do Not Train AI with Your Students' Data (Please)
Governance & Compliance
Hospital Claim Denials: The Money You're Leaving on the Table
Health & Hospital
The 'Hands-Free' Operating Room
AI Strategy
The 'R$15 Email' Fallacy: When Cheap Gets Expensive
AI Strategy
Keeping Exchange On-Premises in 2026 Is Managerial Negligence
Google Tools
Corporate Courses: No One Watches? Use AI
Education & EdTech
Stop Taking Meeting Notes Manually (Seriously, stop)
Artificial Intelligence
@gmail.com Screams 'Amateur' to Clients
Google Tools
The End of Email 'Ping-Pong' for Scheduling Meetings
Google Tools
Why Your MVP Takes 6 Months (and How to Launch in 5 Weeks)
AI Strategy
Stop Paying DocuSign (If You Already Use Google Workspace)
Use Cases
The USB Drive is Dead (And the Local Server Should Be Too)
Governance & Compliance
Generative AI: Where the Money Really Is
Artificial Intelligence
Google Cloud vs AWS: Why We Chose GCP
Google Tools

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