📰 Dev.to · Jonathan

A practical way to make email API retries in GitHub Actions visible, debuggable, and less noisy for engineers on call.

Microsoft's Semantic Kernel vulnerabilities from May 2026 are easy to describe as prompt-injection...

A practical GitHub Actions workflow for tying email test evidence to the exact diff that triggered it.

An AI agent can be denied direct Internet access and still reach the Internet. That is the...

A practical workflow for turning email API checks into reviewable receipt files with cleaner CI triage and less rerun guessing.

A web-enabled AI agent reads a page that looks like developer documentation. The visible content...

A practical GitHub Actions pattern for parallel email API checks that isolates inbox ownership and makes failures easier to debug.

A practical GitHub Actions pattern for turning email CI artifacts into fast review contracts with less rerun noise and cleaner API debugging.

In the right hands, Tailwind code can be clean and maintainable.

Signup email checks are one of those tasks that look tiny until they start failing in CI for three...

A practical way to review email API changes with small inbox contracts, cleaner Git diffs, and fewer flaky handoffs.

A practical workflow for capturing golden traces around email APIs so regressions are easier to spot in CI before reruns hide them.

A practical GitHub Actions pattern for stopping overlapping email API runs from fighting over inbox state and wasting CI time.

A practical Git and GitHub Actions workflow for isolating flaky email API regressions with smaller evidence sets and faster triage.

A practical GitHub Actions workflow for triaging email API failures faster with job summaries, scoped traces, and less CI guesswork.

I built Luxury Hotel Offers, a fully static site with 3,400+ listings that generates 4,400 HTML pages...

Email tests in CI often fail for boring reasons, not exotic ones. The API sends the right event, but...

A practical API testing pattern for catching email regressions in staging with isolated inboxes, reusable fixtures, and low-noise automation.

A practical GitHub Actions workflow for validating email delivery in staging without leaking test traffic into real inboxes.

If you are building AI agents with MCP, there is one detail about STDIO transport that is easy to...

The Bleeding Llama vulnerability shows why running AI locally is not a security...

Most of Quorum's code was written by directing an AI coding agent. The discipline that turned that speed into a correct multi-region database application was an

How Quorum's failover layer works on Amazon Aurora DSQL multi-region clusters, an honest account of what the chaos demo simulates and what it does not, and wher

How an incident-command record built on Amazon Aurora DSQL stays consistent under cross-region contention, and why the property that lets the database survive a