惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
IntelliJ IDEA : IntelliJ IDEA – the Leading IDE for Professional Development in Java and Kotlin | The JetBrains Blog
G
GRAHAM CLULEY
P
Privacy & Cybersecurity Law Blog
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
宝玉的分享
宝玉的分享
P
Proofpoint News Feed
H
Help Net Security
V
Visual Studio Blog
阮一峰的网络日志
阮一峰的网络日志
C
Cisco Blogs
人人都是产品经理
人人都是产品经理
Know Your Adversary
Know Your Adversary
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Recorded Future
Recorded Future
I
Intezer
罗磊的独立博客
T
The Exploit Database - CXSecurity.com
Blog — PlanetScale
Blog — PlanetScale
Malwarebytes
Malwarebytes
Spread Privacy
Spread Privacy
T
Tor Project blog
V
Vulnerabilities – Threatpost
云风的 BLOG
云风的 BLOG
腾讯CDC
B
Blog RSS Feed
Stack Overflow Blog
Stack Overflow Blog
F
Future of Privacy Forum
MyScale Blog
MyScale Blog
Latest news
Latest news
IT之家
IT之家
MongoDB | Blog
MongoDB | Blog
The Hacker News
The Hacker News
S
Securelist
博客园 - 【当耐特】
C
CXSECURITY Database RSS Feed - CXSecurity.com
T
Threat Research - Cisco Blogs
Jina AI
Jina AI
Cisco Talos Blog
Cisco Talos Blog
B
Blog
博客园 - 三生石上(FineUI控件)
Last Week in AI
Last Week in AI
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
M
MIT News - Artificial intelligence
V
V2EX
D
Darknet – Hacking Tools, Hacker News & Cyber Security
The Cloudflare Blog
The GitHub Blog
The GitHub Blog
博客园 - 聂微东
F
Full Disclosure
C
CERT Recently Published Vulnerability Notes

DEV Community

OpenSparrow v2.3 – visual admin panel, zero dependencies, now with ERD and M2M support Security Is Important. Automate It Apache Kafka for Beginners: Building Real-Time Streaming Systems with Python Dating the Crawler AI-Assisted Frontend Reviews Using Gemma 4 The Most Underrated Announcement from Google I/O 2026 Was Buried in a 90-Second Demo How to Fix CUDA Out of Memory Errors in Stable Diffusion WebUI My Experience Building My First Token And Having it Exist On-Chain. African Creators Deserve Better: How I Built a Payment Gateway for Every Corner of the Continent React CRUD basics Should Websites Allow AI Search Crawlers? Chunking Strategies for AI Code Review on Large Repos Beyond the Prompt: How to Build Stateful AI Agents with Persistent Memory and Self-Learning Loops What 10 University Visits in Cameroon Taught Me About Building AI for the Real World, and Why Gemma 4 Was the Answer The Universal Remote for AI: A Deep Dive into the Model Context Protocol (MCP) AgentGuard 0.3.0 — macOS menu bar app, Telegram rollback, and more Antigravity CLI: A Hands-On Guide to Google's Terminal Coding Agent Shopify Functions vs Shopify Scripts: A Migration Walkthrough What Actually Survives a Chicago-Area Winter on Your Deck Rethinking Geo-Blocking and Stripe's Failures in Global Access: A Cautionary Tale of Misoptimization I Built a Free Brat Generator - Here's What I Learned About Next.js Performance published Found a Second Layer to a GitHub Follow Botnet? AI Daily Digest: May 22, 2026 — Agentic Workflows, Coding Agents & Embodied AI How I Secured Internal Microservice Calls Without Passing JWTs Stop Mixing Them Up: SLI vs SLO vs SLA Explained Rebuilding My Engineering Mind Building a Music Production Ecosystem Instead of Just Releasing Plugins The Vonage Dev Discussion: How AI is transforming software development I Gave Our Enterprise AI a Memory. It Started Citing Last Quarter's Incidents. 𝐓𝐡𝐞 𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐒𝐭𝐲𝐥𝐞 𝐂𝐫𝐢𝐬𝐢𝐬 Hermes Agent in the Wild: How I Turned It Into an AI Ops Employee Navigating the Hazy Jungle of Global E-commerce: How We Built a Reliable System for Digital Creators in Tanzania The Cost of Cross-Platform Development: Native Module Integration AI-Native Apps Will Swallow the Web I switched my Gemma 4 model three times in 72 hours. Here's the decision tree I wish I'd had. Inside #100DaysofSolana: A Guided Path into Web3 I Built and Shipped TinyHab: an ADHD-Friendly Habit Tracker for iOS I'm an ECE Student Who Vibe Codes Hardware Projects — Here's What Google I/O 2026 Actually Changed for Me From Fragmented Pipelines to Coherent Intelligence — Why Gemma 4 Actually Changes How I Work Our AI Inference Bill Dropped 65% After We Stopped Treating Every Query the Same Why P95 Latency Is the Only Metric That Matters at 3 AM Recycling made easy: a Polish recycling assistant powered by Gemma 4 The Complete Guide to Running a Midnight Node: Setup, Sync & Monitoring De CSRF a RCE: una visita web cuesta una shell en OpenYak Why We Built a Faster Wiki Building a Browser-Based Inkarnate Alternative for D&D Battle Maps Apache Kafka How to Build a FinTech Platform as a Solo Developer (By Any Means Necessary) Your LLM Logs Deserve Better — Send Claude Code Events to Bronto I built a free tool to track subscriptions and stop getting surprised by charges Building the TEYZIX CORE Internship Portal — My Full-Stack Development Journey PocketCFO: a private personal-finance brain that runs entirely in your browser Go Idioms I Wish I Knew Earlier Hey how are you guys I'm newbie web developer , learning wordpress+elementor Right now I don't know what to make I don't know what to write or use what color can you tell me about it ? Google I/O 2026 Blew My Mind — Here's What It Means for the Family App I'm Building 5 Things I Learned in My First Month as a Dev Intern EU AI Sovereignty Belongs in the Workflow Layer Why AI Coding Agents Need Business Context, Not Just Code Context How I Built 9 Claude AI Features into a Production SaaS Expo SDK 56 HashiCorp built an MCP server for writing Terraform. I built one for reviewing it Why Enterprise AI Agent Deployments Keep Failing Date Shear: A New Term for a Common Programming Pain Point Compass v1.1.0 · we shipped a memory plugin that catches its own consumption drift Zod Validation: Type-Safe APIs & Forms in TypeScript (Complete Guide) GitHub Actions CI/CD: Build a Complete Node.js Pipeline (2026) MCP in 2026: The numbers behind the ecosystem explosion working with an ai model mirror Learnt new things Four Metrics That Actually Tell You Whether Your Enterprise RAG Is Working Beyond the Stateless Prompt: Building an Auditable Product Intelligence Pipeline with Cascadeflow and Hindsight Most Creators Are Building in Pieces. I’m Building the Entire System. The Hidden Privacy Problem in Every AI App CVE-2026-26007: Subgroup Confinement Attack in pyca/cryptography The One Thing I See in Every Developer Who Gets Unstuck AI Memory Governance for Legal Tech: How Contract AI Agents Handle Privileged Data Two tables, zero migrations, full LINQ — a .NET data engine that's been running our production for 3 months Join the GitHub Finish-Up-A-Thon Challenge: $3,000 Prize Pool! I Replaced a $50/Month OCR API with Gemma 4’s Native Vision (And You Can Too) Building a Data-Driven Medical Image Enhancement Pipeline with Differential Evolution 🔥🩻 Why I Like Small Software Beyond the Model: Why the Gemini Ecosystem and Google AI Studio Are Redefining Enterprise AI Architecture in 2026 Complete set of Claude Skills for Solo Developer I read 50 years of network science, then built a CRM that runs entirely in the browser The New AI Workflow Is Not “More Agents” How to Make Large Time-Series Charts Smooth in Vue.js + ApexCharts (and fix Zoom & Scroll behavior issues) I Built a Cross-Platform Port Intelligence Tool to Stop Accidental Process Kills During Local Dev AI is heading toward a wall, and most people still don’t see it... Python String Methods Explained Simply (Common Operations) Why We Built a Zero-Knowledge Clipboard Manager for Developers (And Dropped Native Mobile Apps) Add Your Own Component to Bombie in 5 Edits Why Your OSS Advocacy Strategy Probably Doesn't Fit Building an MCP server for a Swiss hosting provider (and what reverse-engineering its manager taught me) Does MCP Still Matter in the AI Ecosystem? Building a Smart LRU Cache in Java: When Machines Mimic Human Memory 🧠💻 A Beginner’s Guide to Redux in React Build a Real-Time Excalidraw-like Collaborative Canvas using Velt MCP and Antigravity🎉 Using Reddit to Validate SaaS Ideas Before Building How We Built an AI That Evolves Alongside a Creator Through Memory Building a Self-Hosted AI WhatsApp Agent for Structured Invoice Extraction
Building Secure Multi-Agent Systems: My Takeaways from Google I/O 2026
Veldrine Eve · 2026-05-22 · via DEV Community

Veldrine Evelia Kaharwa

Google I/O Writing Challenge Submission

This is a submission for the Google I/O Writing Challenge

Securing the Agentic Web: How Google I/O 2026 Accelerates the Isolated Agents SDK

The announcements at Google I/O 2026 felt less like a standard tech update and more like a paradigm shift for autonomous systems. Lately, I've been laser-focused on building the Isolated Agents SDK as an open-source personal project—a toolkit designed to enforce strict environment sandboxing, secure tool access, and zero-leak credential management for multi-agent workflows.
Google's transition from AI as an assistant to AI as an independent, securely sandboxed entity is a massive validation of the architectures I've been developing. Here is a breakdown of the tools from I/O that are entirely reshaping my development roadmap.

Gemini Omni & Antigravity 2.0

The introduction of Gemini Omni changes everything about how autonomous agents interpret their environment. By functioning as a true world model that can natively reason across video, audio, text, and simulated physics, Omni gives multi-agent systems an unprecedented grasp of real-world context without latency-heavy workarounds.
When you pair Omni's intelligence with Antigravity 2.0 and the new Antigravity CLI, you get the exact primitives needed for secure deployments. The ability to programmatically control the agent harness and spin up specialized subagents on custom infrastructure aligns perfectly with my goals. I can now deploy highly intelligent agents protected by Google's built-in cross-platform terminal sandboxing and credential masking.

Prototyping Frontends: Google AI Studio, Kotlin, and Flutter

While the Isolated Agents SDK handles the secure backend orchestration, multi-agent systems still need interfaces. The new capability to build native Android apps directly inside Google AI Studio is nothing short of revolutionary.
Going from a single prompt to a production-quality, Jetpack Compose UI written in Kotlin—complete with an in-browser emulator and direct-to-device ADB installation—completely eliminates the friction of prototyping mobile clients. It allows me to spin up a native Android interface to test an agent's real-world hardware interactions (like GPS or Bluetooth) in minutes rather than days.
Furthermore, these agentic workflow improvements are massive accelerators for cross-platform development. Whether it's using the new Migration Assistant in Android Studio or leveraging AI to untangle complex state management, optimizing my existing Flutter and Kotlin Multiplatform codebases to interact seamlessly with these new native Kotlin services has never been faster.

Secure Executions via Managed Agents

Building autonomous systems requires ensuring that tool usage and transactions happen without exposing API keys to the broader model context.
With the new Managed Agents API, this friction is significantly reduced. An agent can natively reason through a workflow and trigger external tools in an isolated, Google-hosted environment. The infrastructure setup is streamlined into a single API call, allowing the Isolated Agents SDK to focus on the orchestration layer while delegating the secure execution sandbox to Google's managed infrastructure.

Integrating the Stack

The true power of these announcements lies in how they integrate with backend development. As I build this out on my GitHub Repository , I am actively integrating the new Antigravity CLI into my Rust and Python bindings. This allows me to programmatically invoke isolated agent environments natively from the backend.
Google I/O 2026 delivered the infrastructure needed to take theoretical multi-agent systems and turn them into secure production powerhouses. The combination of Gemini Omni, the Antigravity ecosystem, AI Studio's native Kotlin generation, and managed agents provides the exact foundation needed to build the next generation of decentralized architectures.