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

H
Help Net Security
小众软件
小众软件
WordPress大学
WordPress大学
博客园 - 司徒正美
人人都是产品经理
人人都是产品经理
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
A
Arctic Wolf
The Last Watchdog
The Last Watchdog
SecWiki News
SecWiki News
S
Security Affairs
博客园 - 【当耐特】
宝玉的分享
宝玉的分享
N
News and Events Feed by Topic
Apple Machine Learning Research
Apple Machine Learning Research
Last Week in AI
Last Week in AI
AI
AI
S
Security @ Cisco Blogs
P
Proofpoint News Feed
K
KPMG report finds enterprise disconnect between AI and its ROI | CIO
Scott Helme
Scott Helme
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
NISL@THU
NISL@THU
Cisco Talos Blog
Cisco Talos Blog
Cloudbric
Cloudbric
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
F
Full Disclosure
T
The Exploit Database - CXSecurity.com
云风的 BLOG
云风的 BLOG
Spread Privacy
Spread Privacy
Attack and Defense Labs
Attack and Defense Labs
有赞技术团队
有赞技术团队
Engineering at Meta
Engineering at Meta
T
Threat Research - Cisco Blogs
L
LangChain Blog
C
Cybersecurity and Infrastructure Security Agency CISA
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
V
Vulnerabilities – Threatpost
F
Fortinet All Blogs
博客园 - 叶小钗
E
Exploit-DB.com RSS Feed
C
Cyber Attacks, Cyber Crime and Cyber Security
The Hacker News
The Hacker News
N
News | PayPal Newsroom
T
Tenable Blog
Recent Commits to openclaw:main
Recent Commits to openclaw:main
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
T
The Blog of Author Tim Ferriss
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
The Register - Security
The Register - Security
Recent Announcements
Recent Announcements

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
How Agent Calendars Speak ICS to Google and Microsoft
Qasim Muhammad · 2026-06-15 · via DEV Community

Qasim Muhammad

An RSVP can carry exactly three values: yes, no, or maybe. That tiny vocabulary — plus a 30-year-old text format called iCalendar — is the entire reason a calendar owned by an AI agent can host meetings that real people accept in Google Calendar, Microsoft 365, and Apple Calendar without any of those clients knowing (or caring) that the other participant is software.

Nylas Agent Accounts — programmatic mailboxes currently in beta — each ship with a real calendar. There's no Google integration, no Microsoft Graph adapter, no per-provider code. The interop happens at the protocol layer, and it's worth understanding how.

The protocol nobody had to invent

When an Agent Account creates an event, the invitation goes out as an ICS REQUEST. When it cancels one, participants get an ICS CANCEL. When it responds to an invite, the organizer receives an ICS REPLY. Every major calendar client already speaks this dialect, which is why an agent's events look native everywhere: there's nothing to translate.

That's the whole trick. Calendar interop isn't an API problem; it's an email problem. Invitations, updates, and responses travel as messages between mailboxes, and since every Agent Account is a real mailbox with a primary calendar attached, it participates in that exchange like any colleague would.

When the agent hosts

Create an event with notify_participants=true and each participant gets an invitation from the agent's own email address:

curl --request POST \
  --url "https://api.us.nylas.com/v3/grants/<GRANT_ID>/events?calendar_id=primary&notify_participants=true" \
  --header "Authorization: Bearer <NYLAS_API_KEY>" \
  --header "Content-Type: application/json" \
  --data '{
    "title": "Product demo",
    "when": { "start_time": 1744387200, "end_time": 1744390800 },
    "participants": [
      { "email": "alice@example.com" },
      { "email": "bob@example.com" }
    ]
  }'

From here, the providers do the heavy lifting. A Google Calendar user sees the invite in Gmail and clicks Yes; Google sends the response back to the agent's mailbox automatically. Outlook and Apple Calendar behave the same way with Accept/Decline/Tentative. Each response lands in the agent's inbox, gets parsed, and the event's participants[].status updates on its own. An event.updated webhook fires, so your agent learns who accepted without ever reading the email.

Updates and deletes follow the same path: PUT /events/{id} pushes the change to every participant's calendar, and DELETE /events/{id} sends the cancellation — as long as notify_participants=true. A reschedule looks like this:

curl --request PUT \
  --url "https://api.us.nylas.com/v3/grants/<GRANT_ID>/events/<EVENT_ID>?calendar_id=primary&notify_participants=true" \
  --header "Authorization: Bearer <NYLAS_API_KEY>" \
  --header "Content-Type: application/json" \
  --data '{
    "when": { "start_time": 1744390800, "end_time": 1744394400 }
  }'

The new time shows up on Alice's and Bob's calendars wherever they're looking at them — no re-invite, no manual acceptance dance for a simple time change.

Pass notify_participants=false when you want silent changes, like pre-staging events the agent will announce later, or backfilling historical data without spamming anyone. But be careful with deletes: cancelling an event without notification leaves the meeting sitting on every participant's calendar, and they'll show up to a meeting the agent no longer knows about. Delete with notification unless you have a specific reason not to.

When the agent is invited

The reverse direction needs zero code. Someone adds the agent's address to a meeting, their calendar mails the invitation, and the platform parses it into a matching event on the agent's primary calendar. The event arrives with the agent listed as a participant with status: "noreply" and the organizer set to whoever sent it.

Three webhook triggers — event.created, event.updated, and event.deleted — cover every change on the agent's calendar, whether the agent made it or a human responding to an invite did. The practical upshot: you can drive all your scheduling logic off event.created and never inspect the invitation email. The event object already carries the organizer, participants, times, and description.

RSVPs are calendar messages, not emails

One mistake worth avoiding: having your agent reply to the invite email with "sounds good!" That updates nobody's calendar. The correct move is the dedicated endpoint:

curl --request POST \
  --url "https://api.us.nylas.com/v3/grants/<GRANT_ID>/events/<EVENT_ID>/send-rsvp?calendar_id=primary" \
  --header "Authorization: Bearer <NYLAS_API_KEY>" \
  --header "Content-Type: application/json" \
  --data '{ "status": "yes" }'

This sends a proper ICS REPLY, so the organizer sees the agent as "accepted" next to every other attendee, and the other participants' calendars pick up the change automatically.

Edge cases worth knowing

A few behaviors that surprised me on first read of the calendar docs:

  • Every invite fires twice, sort of. An inbound invitation triggers both event.created (the parsed event) and message.created (the email it rode in on). Pick one to drive your logic and ignore the other, or you'll double-process.
  • Counter-proposing isn't first-class. There's no "propose new time" endpoint today. The pattern is RSVP no or maybe, then reply to the thread with an alternative. For real slot negotiation, Scheduler is the purpose-built tool and works with these accounts.
  • The account has no default time zone. Times live on the event — pass timezone at creation or stick to epoch start_time/end_time, like the example above does.
  • Free/busy works. POST /calendars/free-busy returns the agent's busy blocks over a window, which is how an agent checks its own availability before proposing a slot.
  • You're not limited to one calendar. The primary calendar is provisioned automatically (and can't be deleted while others exist), but you can create additional ones up to your plan's cap — say, a sales-calls calendar and an internal calendar on the same agent.

Quick FAQ

Does the agent need a Google or Microsoft account to invite Google or Microsoft users? No. The invite is just an ICS REQUEST riding on an email from the agent's own address. The recipient's provider parses it natively, exactly as it would an invite from any external organizer.

Can I drive everything from webhooks and never touch the mailbox? For calendar workflows, yes. The three event triggers (event.created, event.updated, event.deleted) plus the event object's participants[].status field carry everything: who organized, who's invited, who accepted, when it moved.

What about negotiating times back and forth? That's where the raw Events API stops and Scheduler starts. The Events API fits when the agent already knows the time and just needs to create the event or respond to an invite; Scheduler handles propose-pick-book round trips, and it works with Agent Accounts.

Try it

The protocol-level design means your scheduling agent inherits decades of calendar interop for free — no per-provider SDKs, no webhook adapters per platform. The fastest way to see it: run the quickstart, create an event with yourself as a participant, and accept it from your own Google or Outlook calendar. Watch the event.updated webhook arrive when you click yes — then tell me that didn't feel a little uncanny.