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CI/CD

Explaining CI Failures Automatically with a GitHub Action

We built a GitHub Action that reads a failing job log and tells you what broke, using DigitalOcean serverless inference. The interesting part was not the model call. It was throwing away 92% of the log before sending it.

|11 min read
DevOps

The DevOps Skills That Create Openings, Not Just Pass Filters

Most skill lists tell you what gets you past a screening. They do not tell you what makes a company decide to hire someone in the first place. Those are different lists, and the second one is shorter, more specific, and worth a lot more.

|12 min read
DevOps

What Sending a Developer Newsletter Actually Takes

A newsletter looks like a for-loop over an address list. It is not. Here is the infrastructure behind the DevOps Daily newsletter: sending domain and DNS, bounce and complaint handling, one-click unsubscribe, idempotent scheduling, and the Message-ID that makes any of it debuggable.

|13 min read
DevOps

11 Laws That Quietly Run Your Engineering Team

Parkinson, Goodhart, Brooks, Chesterton. Eleven old "laws" that were not written about software but explain your incidents, your estimates, and your org chart better than most engineering blog posts.

|13 min read
Networking

DMARCbis Is Here: What Changed in the New DMARC and What to Do to Your Records

DMARC finally became a real internet standard in 2026. The pct tag is gone, there are two new tags, and the Public Suffix List is out. Here is what actually changed and the exact edits to make to your DNS.

|11 min read
Networking

Send an Email by Hand: The Raw SMTP Conversation (and Why You Should Not Do It in Production)

You can open a socket to a mail server and type an email one command at a time. Doing it once teaches you what every email API hides. Here is the full SMTP conversation, byte by byte, and the exact reasons production sending needs more than a telnet session.

|12 min read

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