Security Emails: How to Parse Safely in LLM Pipelines
Security emails are some of the highest-risk inputs you can feed into an LLM pipeline, because they contain exactly the artifacts an agent wants t...
Jason Macdown
11 min read
Latest news, tutorials, and insights about email automation, AI agents, and developer tools.
Security emails are some of the highest-risk inputs you can feed into an LLM pipeline, because they contain exactly the artifacts an agent wants t...
Jason Macdown
11 min read
If you are setting up a test email domain (or subdomain) for CI, QA automation, or LLM agents, it is easy to over-invest in “email authenticatio...
Jason Macdown
10 min read
Email verification sounds simple until you try to automate it: trigger an email, wait, click a link or submit an OTP, then assert the user is veri...
Jason Macdown
10 min read
If your automation needs email, you have two very different options: open an email account (a traditional mailbox with a login) or use an API i...
Jason Macdown
10 min read
Developers search for “email sign up free” for two very different reasons: You need a free address to sign up for tools, trials, and SaaS ac...
Jason Macdown
9 min read
Email is one of the last “human-shaped” integration surfaces that agents still have to touch. Sign-up links, OTPs, magic links, invoices, support ...
Jason Macdown
9 min read
In 2026, “email management” for automation is less about organizing a human mailbox and more about controlling an inbox lifecycle : create an iso...
Jason Macdown
10 min read
Email is an odd “notification bus” for software agents. On the one hand, it is ubiquitous: password resets, magic links, invoices, alerts, invit...
Jason Macdown
11 min read
Inbound email is one of the easiest ways to accidentally give an LLM too much power. A real mailbox contains everything you do not want an auton...
Jason Macdown
9 min read
If you are trying to personalize an email address for sign-ups, verification codes, or agent-driven workflows, you usually mean one of two thing...
Jason Macdown
9 min read
When you “customise email address” formats for QA, signup verification, or LLM-agent driven test flows, the temptation is to keep appending tags u...
Jason Macdown
9 min read
Deterministic email receipt is harder than it sounds. In CI, QA automation, and LLM agent workflows, “wait for the email” is often the flakiest st...
Jason Macdown
9 min read
Email automation breaks in boring, expensive ways: the “wrong” test run consumes the email, a staging flow picks up production mail, or your LLM a...
Jason Macdown
10 min read
If you’ve ever searched for a temp domain email to unblock a test, verify a signup, or feed an LLM agent a one-time code, you’ve probably landed...
Jason Macdown
10 min read
Email automation breaks in surprisingly mundane ways, and your choice of email domain names is one of the biggest hidden levers. Pick the wrong ...
Jason Macdown
9 min read
Email is still the most common “out-of-band” channel in modern product flows: sign-up verification, OTP codes, password resets, invite links, SSO ...
Jason Macdown
12 min read
Getting an email address on your own domain is easy. Getting one that is reliable for automation and AI agents (and does not involve logging int...
Jason Macdown
9 min read
“Deliverability” usually gets discussed as an outbound problem. But if you run CI, QA automation, or LLM agents that must receive verification e...
Jason Macdown
11 min read
When you convert email to JSON for automation, the hardest part is not parsing MIME. It is deciding what your downstream code (and your agents) c...
Jason Macdown
9 min read
Disposable inboxes solve one problem (reliable, isolated email receipt for tests and agents), but they create another: lifecycle management. If yo...
Jason Macdown
11 min read