Latest news, tutorials, and insights about email automation, AI agents, and developer tools.
Signup flows look simple until you automate them. Then you discover a frustrating reality: the sign up email is the noisiest part of the pipeline...
Jason Macdown
10 min read
Most “instant email” tools are built for humans: open a web page, refresh until something arrives, copy a code. Agents and automated QA need somet...
Jason Macdown
10 min read
Email is one of the last “human-first” interfaces most software teams still have to automate. If you are building signup verification flows, QA te...
Jason Macdown
9 min read
“Verify email address” sounds straightforward until you try to automate it. The moment you remove a real user from the loop, email verification ...
Jason Macdown
9 min read
Email address verification looks simple until you have to do it hundreds or thousands of times per hour, across parallel CI jobs, multi-tenant pro...
Jason Macdown
12 min read
Creating an email address programmatically sounds simple until you try to automate the full loop: generate an address, trigger an email (OTP, magi...
Jason Macdown
10 min read
Temp inboxes are deceptively simple: generate an address, wait for an email, extract an OTP or magic link, move on. In practice, reliability and s...
Jason Macdown
11 min read
Email is one of the last “human-first” surfaces many systems still depend on. But if you’re building an AI agent, an LLM toolchain, or a QA harnes...
Jason Macdown
10 min read
Email is one of the easiest dependencies to underestimate in tests. It looks like “just send a message,” but in practice it pulls in identity, del...
Jason Macdown
10 min read
End-to-end (E2E) test suites tend to fail in the least helpful way when email is involved. A signup test passes 98 times, then flakes once because...
Jason Macdown
11 min read
Most teams treat “email” like a string field: generate an address, send a message, and hope your system can find the right inbox later. That appro...
Jason Macdown
8 min read
Email-based authentication is deceptively simple until you try to test it. An “email address sign in” flow crosses multiple systems (frontend, aut...
Jason Macdown
11 min read
Email is still the backbone of signups, magic links, OTPs, and system alerts, but it is also a hostile interface for automation. Messages arrive l...
Jason Macdown
11 min read
LLM agents and automated QA suites increasingly have to “touch email” as part of real user flows: signup verification, password resets, magic link...
Jason Macdown
10 min read
When you need an email address for an automated signup, an LLM-driven workflow, or a one-off integration test, the slowest part is often the inbox...
Jason Macdown
8 min read
If you’ve ever searched for a temp Gmail account to test signups, OTPs, and magic links, you’re not alone. Gmail is familiar, deliverability is ...
Jason Macdown
10 min read
Email automation fails most often in the boring places: parsing. If you are building QA flows, signup verification, or LLM agents that read mail, ...
Jason Macdown
10 min read
Most teams start with a simple goal, “I need an email account for my API.” But once you build anything agentic (LLMs), parallel test runs (CI), or...
Jason Macdown
10 min read
Email is one of the oldest “APIs” on the internet, and it still sits in the critical path for onboarding, password resets, alerts, and identity wo...
Jason Macdown
10 min read
Email-based sign in is deceptively simple for humans and notoriously flaky for automation. A user clicks “Send me a code,” an email arrives, they ...
Jason Macdown
10 min read