Building Stateful AI Agents with Firestore for Gemini Long Term Memory![Vo Tu Duc]()
Users expect seamless AI conversations, but out-of-the-box LLMs inherently suffer from short-term…
March 22, 2026
Published by Author 392
Building Stateful AI Automations with Firestore and Apps Script![Vo Tu Duc]()
Today’s AI automations are evolving into autonomous agents that operate over several days, breaking…
March 22, 2026
Debugging Agentic Workflows with Gemini Thought Blocks in Google Sheets![Vo Tu Duc]()
Autonomous AI agents feel like magic when they succeed, but their hidden reasoning turns failures…
March 22, 2026
Architecting Autonomous Data Entry Apps with AppSheet and Vertex AI![Vo Tu Duc]()
Even the most beautifully designed and seamlessly integrated AI applications are vulnerable to the…
March 22, 2026
Serverless Inventory Architecture with AppSheet Firebase and Vertex AI![Vo Tu Duc]()
Delivering real-time inventory visibility across millions of SKUs creates a massive engineering…
March 22, 2026
Architecting SaaS Applications Using Firebase and Google Apps Script![Vo Tu Duc]()
Stop wasting engineering cycles building custom web interfaces for your internal teams. Discover how…
March 22, 2026
Architecting Stateful Business Processes with GCP Workflows and Google Workspace![Vo Tu Duc]()
Integrating Google Cloud Platform’s robust infrastructure with Google Workspace’s collaborative…
March 22, 2026
Architecting Workspace as a Service with GCP Cloud Run![Vo Tu Duc]()
Discover how the Workspace as a Service (WaaS) pattern transforms everyday tools like Google Sheets…
March 22, 2026
Automating Incident Response with Google Chat Apps Script and PagerDuty![Vo Tu Duc]()
While resolution time often gets the spotlight, the seconds it takes to acknowledge a critical alert…
March 22, 2026
Automating Terraform Infrastructure Generation with Google Sheets and Gemini AI![Vo Tu Duc]()
While Infrastructure as Code revolutionized cloud deployments, manually writing every line of…
March 22, 2026
Building a Low Code Cloud IAM Auditor with Google Sheets and Vertex AI![Vo Tu Duc]()
In the rush for cloud agility, identities silently accumulate unnecessary access rights that…
March 22, 2026
Building an AI Observability Pipeline in BigQuery for Enterprise Audits![Vo Tu Duc]()
As generative AI moves into mission-critical production, traditional monitoring tools are proving…
March 22, 2026
Building Resilient AI Pipelines with Google Cloud Dead Letter Topics![Vo Tu Duc]()
In distributed AI pipelines, component failure isn’t a matter of if, but when. Discover how to…
March 22, 2026
Enterprise CICD Pipeline for Google Workspace Apps Script and Cloud Functions![Vo Tu Duc]()
As Google Workspace automations evolve from simple productivity hacks to mission-critical enterprise…
March 22, 2026
Migrating Apps Script to Cloud Run for High Throughput AI Workflows![Vo Tu Duc]()
While Google Apps Script is a powerhouse for everyday automation, its shared architecture quickly…
March 22, 2026
Migrating Complex Workspace Logic from Apps Script to Firebase Functions![Vo Tu Duc]()
While lightweight automation tools are undeniably powerful for rapid prototyping, they can quickly…
March 22, 2026
Optimize Gemini API Cost and Latency with Firestore Caching![Vo Tu Duc]()
Integrating LLMs like Gemini into Google Workspace unlocks massive productivity gains, bringing…
March 22, 2026
Scaling AI Powered Analytics Dashboards from Google Sheets to Firestore![Vo Tu Duc]()
Prototyping AI workflows in Google Sheets is incredibly agile, but what happens when your data…
March 22, 2026
Scaling Event Driven AI with GCP PubSub for Workspace Workflows![Vo Tu Duc]()
Traditional synchronous systems simply cannot handle the unpredictable timing of generative AI and…
March 22, 2026
Scaling Gemini AI Workloads Using Firestore Task Queues![Vo Tu Duc]()
Integrating powerful LLMs like Gemini into Google Workspace workflows often triggers the dreaded…
March 22, 2026
Scaling Google Workspace Addons with Cloud Run Sidecar Architecture![Vo Tu Duc]()
Google Workspace Add-ons are incredibly powerful for lightweight automation, but developers quickly…
March 22, 2026
Securing Gemini API Keys in Workspace with GCP Secret Manager![Vo Tu Duc]()
Hardcoding Gemini API keys in Google Workspace might seem like a harmless prototyping shortcut, but…
March 22, 2026
A GDE Blueprint for Secure Workspace Addon Identity using Firebase Auth![Vo Tu Duc]()
Transforming your Google Workspace Addon from a simple internal script into a monetized SaaS product…
March 22, 2026
Architecting an Event Driven Workspace with Pub Sub Firebase and Gemini![Vo Tu Duc]()
Building point-to-point Google Workspace integrations might work for simple tasks, but they quickly…
March 22, 2026
Automated Cloud Cost Dashboards Using Google Sheets And Gemini![Vo Tu Duc]()
While cloud computing gives engineering teams incredible agility, it also turns every deployment…
March 22, 2026
Build Live Collaborative Google Sheets with Firebase Realtime Sync![Vo Tu Duc]()
Google Apps Script is a powerhouse for standard automation, but quickly hits a wall when building…
March 22, 2026
Build a Workspace to BigQuery ETL Pipeline Using Apps Script and Gemini![Vo Tu Duc]()
While Google Workspace powers modern collaboration, it often traps critical business intelligence…
March 22, 2026
Designing a Firebase Security Proxy to Protect Workspace Data in Apps Script![Vo Tu Duc]()
Connecting your Google Workspace data to external apps often forces a dangerous tug-of-war between…
March 22, 2026
Export Apps Script Logs to Cloud Logging for Enterprise Monitoring![Vo Tu Duc]()
While workspace automations drive modern enterprise productivity, their silent background failures…
March 22, 2026
GitOps for Google Sheets Automations using GitHub Actions and Clasp![Vo Tu Duc]()
While Google Apps Script makes building quick automations effortless, relying on manual, browser…
March 22, 2026
Architecting a Source of Truth Agent Syncing Google Docs to Master Sheets![Vo Tu Duc]()
Automated Google Drive workflows have revolutionized team collaboration, but their effortless file…
March 21, 2026
Build A Contract Lifecycle Agent Using Google Workspace And Vertex AI![Vo Tu Duc]()
Contracts are dynamic, living agreements, yet many Legal Ops teams still manage them through…
March 21, 2026
Build a Gemini Agentic Workflow to Automate Google Slides from Docs![Vo Tu Duc]()
Transforming comprehensive Google Docs into stakeholder presentations doesn’t have to be a tedious…
March 21, 2026
Build an Autonomous Google Drive Content Auditor Using Gemini API![Vo Tu Duc]()
Rapid content creation in Google Workspace is a massive productivity booster, but keeping thousands…
March 21, 2026
Building a Google Workspace RAG Knowledge Base from Drive Files![Vo Tu Duc]()
Up to 90% of enterprise data is trapped in unstructured formats, making the modern IT challenge not…
March 21, 2026
Building an Agentic Workflow to Automate Google Docs with Sheet Data![Vo Tu Duc]()
Are your Google Docs outdated the moment you hit publish? Discover how to eliminate the error-prone…
March 21, 2026
Building a Context Window Manager for RAG Agents in Apps Script![Vo Tu Duc]()
While it might be tempting to dump massive Google Docs and sprawling Gmail threads directly into…
March 21, 2026
Building Multi Agent AI Systems Using Gemini API n8n and Apps Script![Vo Tu Duc]()
Automating complex business workflows has historically meant wrestling with rigid, manual…
March 21, 2026
Building Self Correcting Agentic Workflows with Vertex AI![Vo Tu Duc]()
Stop treating LLMs as infallible black boxes and start engineering for their probabilistic nature…
March 21, 2026
Human in the Loop Architecture for AI Approval Workflows![Vo Tu Duc]()
While generative AI brings unprecedented capabilities to the enterprise, its probabilistic nature…
March 21, 2026
Mastering Chain of Thought Prompting for Google Workspace Agents![Vo Tu Duc]()
Step into the future of enterprise automation, where rigid rules are replaced by intelligent AI…
March 21, 2026
Intelligent Form Routing Using Vertex AI Sentiment Analysis![Vo Tu Duc]()
Manual lead routing treats every inquiry equally, leaving your most lucrative buyers stuck in line…
March 21, 2026
Mastering Custom Prompt Engineering for Autonomous Workspace Agents![Vo Tu Duc]()
While AI has revolutionized the workplace, its habit of guessing falls short when your business…
March 21, 2026
Production Ready Apps Script Error Handling and Logging for AI Agents![Vo Tu Duc]()
Unlike traditional code that crashes with clear errors, AI in Google Apps Script can fail silently…
March 21, 2026
Secure Workspace AI Agents Using Apps Script OAuth Scopes and Data Governance![Vo Tu Duc]()
Autonomous AI agents are revolutionizing Google Drive workflows, unlocking unprecedented…
March 21, 2026
State Machine Design for Workspace Agents Using Google Sheets![Vo Tu Duc]()
As AI agents evolve from simple linear scripts to complex, asynchronous workflows, developers face a…
March 21, 2026
Build an Automated Project Brief Workflow with AppSheet and Gemini![Vo Tu Duc]()
Manual project scoping is a massive bottleneck that traps teams in scattered communications and…
March 21, 2026
Building an AI Powered Business Insights Dashboard with AppSheet and Looker Studio![Vo Tu Duc]()
Capturing data is only half the battle; visualizing raw, transactional data directly often leads to…
March 21, 2026
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