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Two-Plane Observability on Google Cloud: Signal Contracts, Alert Policies and a Hexagonal Dispatcher

We stopped learning about production failures from other teams by splitting observability into two planes: telemetry that's always on, and notificat…

gogooglecloudobservabilityopentelemetry
Dev.to Oct 16, 2026, 14:15 UTC
EN

How to Engineer a Multi-Agent Pipeline for Production Reliability

We built a nine-agent pipeline that turns a natural language use case into working code, an interactive preview, and an implementation guide in unde…

aillmarchitecturegooglecloud
Dev.to Sep 14, 2026, 21:08 UTC
EN

TwoKeys: AI Agents Can Act, but Should They Decide?

I created this article for the purpose of entering the All Things Agentic Hackathon . An AI agent already has the API key. It can read the campaign,…

aihackathongooglegooglecloud
Dev.to Aug 31, 2026, 22:41 UTC
EN

IRC-A: Building an Enterprise-Grade Zero-Trust Agent Gateway & Semantic Capability Mesh on Google Cloud

Executive Summary After years building mission-critical systems for Citibank and Bloomberg, I have learned one immutable law: the most expensive bug…

allthingsagentichackathonaiarchitecturegooglecloud
Dev.to Aug 31, 2026, 16:06 UTC
EN

The guardrails that matter are code, not prompts

I built an agent that coordinates eldercare for my mother in India, and the interesting part was not the agents. It was the four times I stopped and…

googlecloudaiagentsshowdev
Dev.to Aug 30, 2026, 19:01 UTC
EN

Building Achintisalive: A Socratic AI Tutor for Secure Coding 🛡️💡

If you’ve ever spent hours participating in competitive programming challenges or working through cybersecurity learning tracks, you know the frustr…

aivibecodinggooglecloudgoogleaichallenge
Dev.to Aug 30, 2026, 06:51 UTC
EN

I built an AI agent for production incidents. The interesting part is when it refuses to act.

I wrote this for the All Things Agentic Hackathon. Every incident-response demo you have seen ends the same way: something breaks, the agent fixes i…

googlecloudaidevopssre
Dev.to Aug 30, 2026, 03:10 UTC
EN

438 of 536 quarantined — and not one was a bad verdict

A 12-person humanitarian NGO carries exactly the same strict-liability sanctions exposure as JPMorgan, and cannot hire anyone to manage it. I built…

showdevaipythongooglecloud
Dev.to Aug 27, 2026, 14:30 UTC
EN

The Agent Failed. The Promise Did Not: Building Verifiable Agent Succession

This article was created for the purpose of entering the All Things Agentic Hackathon . Autonomous agents are increasingly trusted with work that ou…

aigooglecloudagentssecurity
Dev.to Aug 26, 2026, 22:50 UTC
EN

Marketera: Building an AI-Powered Smart Campus Marketplace on Google Cloud Run

Campaign: Built as part of the Google Cloud Gen AI Academy APAC — "Meet the Builders" campaign. Introduction Hello community! My name is Ananya Raj…

aigeminigooglecloudshowdev
Dev.to Aug 23, 2026, 09:48 UTC
EN

Golden Paths Aren't About Standardization. They're About Reducing Developer Decisions.

TL;DR Golden Paths aren't about forcing every team to work the same way. They're about removing repetitive infrastructure decisions so developers ca…

platformengineeringkubernetesdevopsgooglecloud
Dev.to Aug 6, 2026, 07:39 UTC
EN

Farmer Rank AI: Using Generative AI to Connect Farmers with the Right Buyers

Introduction Hello, I am Shaik Inzamam, a B.Tech Computer Science student and aspiring AI engineer from India. I enjoy building practical AI solutio…

genaigooglecloudgeminiagritech
Dev.to Jul 23, 2026, 13:30 UTC
EN

How I Built an AI Decision Copilot to Help India Prepare for the 2026 El Niño Crisis

Building an explainable AI platform that helps district administrators allocate resources and farmers make better crop decisions using Gemini, Verte…

aihackathongooglecloudlearning
Dev.to Jul 10, 2026, 06:36 UTC
EN

Guarding the till while autonomous data agents do the digging

Autonomous agents are genuinely good at answering messy business questions. Give one an LLM and a set of tools, and it can query a database, dig thr…

agenticarchitectantigravitygooglecloud
Dev.to Jul 9, 2026, 22:24 UTC
EN

Autonomous Workspace Orchestration with Antigravity 2.0

Even the most advanced enterprise systems are tethered to a costly paradox: manual bottlenecks that introduce critical errors, security risks, and s…

antigravityworkplacegooglecloudautonomous
Dev.to Jul 2, 2026, 12:41 UTC
EN

New to Google Cloud's NoSQL Databases portfolio?

Discover Bigtable, Firestore, and Memorystore in a concise 30-minute overview. Learn ideal use cases for each service and explore the core features…

bigtablefirestorememorystoregooglecloud
Dev.to Jul 1, 2026, 13:28 UTC
EN

I Created a Gemini API Key and Got AQ. Instead of AIza

I created a free Gemini API key in Google AI Studio. When I went to copy it, I stopped. It started with AQ.Ab . Not the AIza I had been looking at f…

geminiapiwebdevgooglecloud
Dev.to Jun 20, 2026, 02:13 UTC
EN

Cooking an AI Campaign in 5 Minutes with Google Cloud AI APIs

About a month or so ago, during the Build with AI season, Google Developer Groups Johannesburg in South Africa hosted a build-a-thon with a concept…

vertexaigooglecloudcloudaimarketing
Dev.to May 23, 2026, 13:41 UTC
EN

How we're using Gemini Embeddings to build a smarter, community-driven feed on DEV

Big improvements incoming 👋 Finding the right balance for a feed algorithm is historically really hard. If you optimize purely for clicks and commen…

geminiaigooglecloudpostgres
Dev.to May 22, 2026, 16:27 UTC
EN

Google Cloud Datastore Deserves a Better Python DX: Introducing google-cloud-datastore-odm

Intro Google Cloud Datastore is a serverless, fully managed NoSQL document database that scales horizontally without configuration. For teams buildi…

pythongooglecloudwebdevbackend
Dev.to May 11, 2026, 16:30 UTC
EN

Free GCP Practice Exams (13 Certification Tracks with Explanations)

Introduction Preparing for Google Cloud certifications can feel overwhelming. Most resources focus heavily on theory, but when it comes to the actua…

gcpdevopsgooglecloudcloud
Dev.to May 5, 2026, 02:13 UTC
EN

How to Build a Custom AI Quality Gate on Cloud Run (From Zero to Production)

In my previous article about treating architecture documentation as a first-class asset, I had a great discussion in the comments about enforcing ar…

aiarchitecturegooglecloudtutorial
Dev.to May 4, 2026, 04:17 UTC
EN

GCP in Action: Building a Persistent AI Assistant with GCE, Hermes Agent, and Telegram

For years, the dream of a truly autonomous, always-on AI assistant has felt just out of reach — a concept relegated to-fi or limited by fragile, sta…

agentsaigooglecloudtutorial
Dev.to May 3, 2026, 01:43 UTC

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