How to Wait for Email Deterministically in Automation
Email is slow compared with code. It crosses queues, spam checks, DNS, provider retries, MIME parsing, and application-specific templates. If an a...
Jason Macdown
14 min read
Latest news, tutorials, and insights about email automation, AI agents, and developer tools.
Email is slow compared with code. It crosses queues, spam checks, DNS, provider retries, MIME parsing, and application-specific templates. If an a...
Jason Macdown
14 min read
An AI agent that can read email can verify accounts, collect one-time codes, process vendor alerts, and complete onboarding flows without a human ...
Jason Macdown
12 min read
Parallel CI makes hidden shared state obvious. A signup test that passes locally can fail when eight workers run at once, not because the product ...
Jason Macdown
12 min read
Polling an email API looks simple: request messages, sleep, repeat. Duplicates are where it becomes an engineering problem. A test runner may pr...
Jason Macdown
14 min read
Magic link testing looks simple until the first flaky CI run, leaked login URL, or agent that clicks the wrong link. A magic link is a bearer cred...
Jason Macdown
13 min read
Missing verification emails are frustrating because they feel invisible. A user clicks “Sign up,” your test waits, an AI agent times out, and ever...
Jason Macdown
14 min read
Inbound email is one of the most useful signals an AI agent can receive. It can confirm a signup, deliver an OTP, notify a workflow, send a receip...
Jason Macdown
14 min read
Email verification looks simple until CI starts retrying. A test creates a user, waits for an OTP or magic link, submits it, and passes. Then para...
Jason Macdown
15 min read
When an inbox event can unblock a CI test, submit an OTP, or tell an LLM agent to continue a workflow, a webhook is no longer a convenience. It is...
Jason Macdown
15 min read
For an LLM agent, an email address is not just a string to paste into a form. It is a tool output that can unlock an account, confirm a user, rese...
Jason Macdown
12 min read
Extracting a one-time password from email should be a data operation, not a miniature browser automation project. In CI, QA, and LLM-agent workflo...
Jason Macdown
13 min read
LLM agents are good at deciding what to do next. They are not good at waiting for an unpredictable email while holding context, retrying safely, a...
Jason Macdown
14 min read
Agent automation becomes fragile when email is treated like a visual inbox. Raw messages contain MIME boundaries, nested HTML, sender-controlled h...
Jason Macdown
12 min read
A shared test mailbox feels simple until your CI suite runs in parallel, a retry sends a second verification email, or an LLM agent reads the wron...
Jason Macdown
12 min read
Email-dependent tests often fail for reasons your application code cannot fully control. SMTP queues, provider retries, duplicate delivery, templa...
Jason Macdown
12 min read
Email is still one of the hardest dependencies to test reliably. Sign-up links arrive late, OTP messages get duplicated, shared mailboxes collide ...
Jason Macdown
13 min read
If you need to generate email temp addresses for signup tests, the safest approach is not to create random address strings and hope they work. A r...
Jason Macdown
15 min read
A temporary email address for verification should do one thing extremely well: receive the right verification email, at the right time, for the ri...
Jason Macdown
13 min read
Email is often the step that turns an otherwise stable automation suite into a flaky one. The product flow looks simple: create a user, send a ver...
Jason Macdown
16 min read
An instant email address is useful in CI only when it behaves like an API resource, not like a random mailbox someone checks manually. For signup ...
Jason Macdown
14 min read