I used to think automation required a complicated stack of tools.
Then I discovered Google Apps Script.
The first thing I automated wasn't particularly impressive. I had a Google Sheet containing rows of tasks, deadlines, and email addresses. Every morning, I was checking the sheet manually and sending reminders.
It worked.
It was also incredibly boring.
...
GitHub Codespaces is a great way to move your development environment into the cloud.
The container, dependencies, source code, and compute all live remotely, while your local machine becomes the client you use to work on the project.
For standard Microsoft VS Code, GitHub provides a dedicated Codespaces experience.
But things get more complicated when your editor is
As of 09/02/2026, the ActorTemplate object no longer exists. It was created, as the name suggests, to be the template/golden template that Actors use to deploy with particular settings and configurations for it to run as expected.
In this quickstart blog post, you'll see how to deploy Actors without an ActorTemplate and also understand the reasoning behind this...
When an agent regression judge says “accept,” the interesting question is often not the score. It is whether another judge agrees, whether either judge showed its work, and what happens when they do not. JuryTrace is a small Python tool for that boundary: it runs two configured judges over typed JSONL trajectories, validates their evidence, and sends unresolved cases to a durable human queue....
Retries are comforting until the process dies at the worst possible moment: after an external action has happened, but before the caller records the acknowledgement. A restarted agent sees a durable running state and has to choose between retrying, which might duplicate the action, and stopping, which might leave work unfinished.
resumeproof is a small, offline...