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

让小产品的独立变现更简单 - ezindie.com
让小产品的独立变现更简单 - ezindie.com
B
Blog
Jina AI
Jina AI
N
Netflix TechBlog - Medium
Cyber Security Advisories - MS-ISAC
Cyber Security Advisories - MS-ISAC
博客园_首页
Hugging Face - Blog
Hugging Face - Blog
博客园 - 聂微东
美团技术团队
Google DeepMind News
Google DeepMind News
WordPress大学
WordPress大学
阮一峰的网络日志
阮一峰的网络日志
U
Unit 42
The Cloudflare Blog
V
V2EX
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
小众软件
小众软件
罗磊的独立博客
Microsoft Security Blog
Microsoft Security Blog
Apple Machine Learning Research
Apple Machine Learning Research
I
InfoQ
GbyAI
GbyAI
腾讯CDC
MongoDB | Blog
MongoDB | Blog

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
Event Reminders From an Agent's Calendar
Qasim Muhammad · 2026-06-13 · via DEV Community

Qasim Muhammad

An entire appointment-reminder system hangs off this one request:

curl --request GET \
  --url 'https://api.us.nylas.com/v3/grants/<NYLAS_GRANT_ID>/events?calendar_id=<CALENDAR_ID>&start=1700000000&end=1700086400&limit=50' \
  --header 'Authorization: Bearer <NYLAS_API_KEY>'

start and end are Unix timestamps in seconds, so that's "every event in the next 24 hours" in a single call. Run it on a cron every 15 minutes, filter out events that don't deserve a reminder, email the attendees who do, and you've replaced the reminder feature that calendar apps never built — because built-in notifications only reach the event's owner, not the patient, student, or prospect on the other side.

The event reminder recipe walks the whole thing end to end, and it runs across Google Calendar, Microsoft, and Exchange with no provider-specific code. Pair it with an Agent Account — in beta — and the reminders come from a dedicated address whose calendar the agent owns outright, instead of borrowing a human's grant.

Filtering is most of the job

Not every event in the window should trigger an email. The recipe's filter skips three categories:

  • Already-reminded events — track sent reminders by event ID in a persistent store, or your 15-minute cron will nag attendees four times an hour.
  • All-day events — timed events have when.object set to "timespan"; all-day ones use "date" or "datespan" with date strings. Holidays and OOO blocks don't need reminders.
  • Events with no external participants — a calendar hold with only the organizer on it is a note-to-self, not a meeting.

The organizer also gets excluded from the recipient list. Nobody needs a reminder about the meeting they created. Cancelled events get skipped too — the status field on each event tells you whether it's still confirmed, and reminding someone about a dead meeting is worse than no reminder at all.

In code, the whole filter is about a dozen lines:

const sentReminders = new Set(); // use a database in production

function shouldSendReminder(event) {
  if (sentReminders.has(event.id)) return false;

  // All-day events use "date"/"datespan" instead of "timespan"
  if (event.when?.object === "date" || event.when?.object === "datespan") {
    return false;
  }

  if (event.status === "cancelled") return false;

  // Calendar holds with only the organizer aren't meetings
  return getExternalParticipants(event).length > 0;
}

function getExternalParticipants(event) {
  return (event.participants || []).filter(
    (p) => p.email !== process.env.ORGANIZER_EMAIL,
  );
}

The in-memory Set is fine for a prototype and a bug in production: it resets on every restart, and your attendees get re-reminded after each deploy. The recipe's recommendation is a database keyed by event ID with a timestamp — and, smarter still, a hash of the key fields (time, title, participants) so you can tell "already reminded" apart from "event changed enough to deserve a fresh notification."

One nice property of the setup: a single grant handles both halves. The same connected account that reads calendar events also sends the reminder emails — no separate grants for calendar and email access.

Composing something better than "Event in 1 hour"

Because the event object carries title, location, conferencing.details.url, description, and per-event timezones, the reminder can be a properly branded HTML email: meeting name, formatted local time, join link, agenda. The recipe formats times using the event's start_timezone — the docs are blunt that this is the hardest part to get right, and that an attendee in Tokyo doesn't want a time formatted for Chicago. Fall back to UTC when a provider leaves the timezone field empty.

The half you'd forget: changes

A reminder sent Tuesday is misinformation by Wednesday if the meeting moved. The recipe's second flow subscribes to event.updated and event.deleted webhooks:

curl --request POST \
  --url 'https://api.us.nylas.com/v3/webhooks/' \
  --header 'Authorization: Bearer <NYLAS_API_KEY>' \
  --header 'Content-Type: application/json' \
  --data '{
    "trigger_types": ["event.updated", "event.deleted"],
    "description": "Event change notifications for reminder system",
    "webhook_url": "https://your-server.com/webhooks/nylas"
  }'

The handler's first move is a guard: if the event ID isn't in your sent-reminders store, do nothing. You only owe attendees an update about meetings you already told them about — otherwise every calendar edit in the account triggers email. For events that do match, event.deleted (or status: "cancelled") gets a cancellation notice and removes the dedup entry; event.updated gets an "Updated:" email with the newly formatted time.

Both flows can share one process. Run the Express or Flask webhook server alongside the cron scanner — the cron handles proactive sends, the webhook listener handles reactive updates, and they read and write the same dedup store.

One sharp edge from the docs: the event.deleted payload is minimal — just the event ID, grant ID, and calendar ID. By the time you learn the meeting is gone, its title and participant list are gone too. Store event metadata alongside your reminder record at send time, or your cancellation email will read "a meeting was cancelled" with no way to say which one.

Quirks that surface in production

  • Recurring events arrive pre-expanded. Each occurrence in your query window is its own event with its own ID. Track reminders per occurrence, not per master_event_id.
  • Sync lag varies by provider. Google events typically appear within seconds; Microsoft and Exchange can take longer. If your reminder window is tight — say 30 minutes before start — budget for that.
  • Calendar IDs aren't portable. Google uses the account's email address as the primary calendar ID; Microsoft uses a long opaque string. Discover them via the list-calendars endpoint instead of hardcoding.
  • Rate limits are per grant. A dense calendar means many sends per scan — add a small delay between emails or queue them.

Start with the read, not the send

Wire up just the fetch-and-filter half first: run the 24-hour scan on the 15-minute cron and log which events would get reminders. A day of logs tells you whether your filters are right before any attendee sees a duplicate or a misfire. Then turn on sending and add the webhook listener for changes. The full recipe has Node.js and Python versions of every piece — which side of it would save your users more pain: the proactive reminder, or the cancellation notice that actually arrives?