📰 Dev.to · Qasim Muhammad
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⚡ AI Lessons
Dev.to · Qasim Muhammad
🧠 Large Language Models
⚡ AI Lesson
8h ago
Email Triage Taxonomies for LLM Classification
The most important design decision in an email classifier isn't the model — it's the label set, and...
Dev.to · Qasim Muhammad
📣 Digital Marketing & Growth
⚡ AI Lesson
8h ago
Designing Agent Email Addresses That Humans Trust
You've built the agent, the reply loop works, the demo lands — and then someone asks the question you...
Dev.to · Qasim Muhammad
🤖 AI Agents & Automation
⚡ AI Lesson
8h ago
From Chatbot to Mailbox: Persistent Agent Memory in Threads
Day 1, 4:02 p.m.: a customer asks your agent a billing question and gets an answer. Day 6, 9:30 a.m.:...
Dev.to · Qasim Muhammad
☁️ DevOps & Cloud
⚡ AI Lesson
8h ago
Mailboxes as Cattle: Ephemeral Email Infrastructure
When was the last time you deleted an email account on purpose? For most teams the answer is never,...
Dev.to · Qasim Muhammad
📣 Digital Marketing & Growth
⚡ AI Lesson
8h ago
Rate-Limit Your Own Agent Before Someone Else Does
0.1%. That's the complaint rate that puts an email-sending account under review on Nylas Agent...
Dev.to · Qasim Muhammad
12h ago
Idempotency Lessons From an Email Agent
A customer emails your support agent at 9:14 a.m. At 9:15 they get a helpful reply. At 9:16 they get...
Dev.to · Qasim Muhammad
12h ago
Observability for Email Agents
You can't watch an email agent work, but everything it did yesterday is one API call away: curl...
Dev.to · Qasim Muhammad
12h ago
Human-in-the-Loop Design for Email Agents
A refund request lands in your support agent's queue. The knowledge-base match comes back at 0.91...
Dev.to · Qasim Muhammad
12h ago
The Lifecycle of an Agent Identity: Provision to Teardown
Every infrastructure team has a graveyard. Service accounts nobody remembers creating. API keys that...
Dev.to · Qasim Muhammad
13h ago
FastAPI Webhook Handler for an Agent Inbox
The webhook handler is the most consequential hundred lines in any email agent. Everything downstream...
Dev.to · Qasim Muhammad
18h ago
Test Email Flows in CI With Disposable Mailboxes
A PR touches your password-reset template. Every unit test passes, the snapshot tests pass, CI goes...
Dev.to · Qasim Muhammad
18h ago
Handle message.created Webhooks in Next.js
What actually happens in the first ten seconds after someone emails your AI agent? If you've built...
Dev.to · Qasim Muhammad
1d ago
Give a LangChain Agent a Real Inbox
An engineer on a small team wires up a LangChain agent over a weekend: it reads the inbox, summarizes...
Dev.to · Qasim Muhammad
1d ago
Agent Accounts Quickstart in Node.js
Provisioning a working email mailbox from Node.js takes less code than the average OAuth callback...
Dev.to · Qasim Muhammad
1d ago
Scaling to Thousands of Agent Mailboxes
Week one: a single test mailbox on a trial domain, provisioned by hand from the dashboard. Week...
Dev.to · Qasim Muhammad
1d ago
Managing Many Domains in One Application
How many email domains should one application be allowed to manage? Most email platforms answer with...
Dev.to · Qasim Muhammad
1d ago
How Agent Calendars Speak ICS to Google and Microsoft
An RSVP can carry exactly three values: yes, no, or maybe. That tiny vocabulary — plus a 30-year-old...
Dev.to · Qasim Muhammad
1d ago
Inside an Agent Mailbox: Folders, Storage, and Structure
One GET request tells you most of what an agent mailbox is made of: curl --request GET \ --url...
Dev.to · Qasim Muhammad
1d ago
How Email Threading Works for AI Agents
Three headers decide whether your agent's reply lands in the right conversation or starts a confusing...
Dev.to · Qasim Muhammad
1d ago
Under the Hood: An Agent Account Is Just a Grant
The best feature of Agent Accounts is the API they didn't build. When Nylas shipped hosted mailboxes...
Dev.to · Qasim Muhammad
1d ago
Agent Accounts vs Transactional Email APIs
SendGrid gives your agent a megaphone; an Agent Account gives it a phone line. That's the whole...
Dev.to · Qasim Muhammad
1d ago
Agent Accounts vs OAuth Grants: Which Does Your Agent Need?
Does your agent act on behalf of a person, or does it act as itself? That one question decides most...
Dev.to · Qasim Muhammad
1d ago
Workspaces: Policy Management for Fleets of Agents
One policy object can govern every agent mailbox you'll ever create. That's the design decision at...
Dev.to · Qasim Muhammad
1d ago
Put Your Agents on a Subdomain: Domain Isolation
Picture this: your outreach agent has a rough week — a stale prospect list, a few hundred hard...
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