Latest news, tutorials, and insights about email automation, AI agents, and developer tools.
Email is a stubborn dependency in automation. It arrives late, duplicates happen, HTML templates change, and MIME edge cases quietly break parsers...
Jason Macdown
10 min read
Email is still the “last mile” for a surprising number of product workflows: account verification, password resets, magic links, invoices, alerts,...
Jason Macdown
9 min read
Email is still the backbone of signups, password resets, vendor onboarding, and countless “verify this action” workflows. But for developers, a tr...
Jason Macdown
10 min read
Email looks like a simple input, but in real automation it behaves like an unreliable event stream: retries, duplicates, encoding quirks, multi-pa...
Jason Macdown
9 min read
If you are building automation that “waits for an email,” the hard part is rarely parsing HTML. The hard part is routing: how a message addressed ...
Jason Macdown
11 min read
When email-based tests get flaky, teams usually blame timing, parsing, or the sender. In practice, email domains are a common hidden variable: t...
Jason Macdown
9 min read
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
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
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