Jelmer Snoeck

The reviewer bottleneck is real, but also temporary.

The bottleneck in AI-assisted engineering is not code review.

The industry has settled on an answer to the question of how to run AI agents safely: put them in a sandbox.

In July 2025, Jason Lemkin watched a Replit coding agent delete his production database during an active code freeze, after he had told it repeatedly not to make changes.

Autonomy is not a model property.

Agents are not one thing.

GitOps, Terraform, ArgoCD—they all share the same promise: declare your desired state in code, and the tooling makes it real.

This article was originally published on the Manifold blog At Manifold, we take security seriously.

This article was originally published on the Manifold blog In a previous blog post, we described how we set up our Kubernetes cluster.

Originally posted on the Manifold blog We at Manifold always strive to get the most out of everything we do.

This article was originally posted on the Manifold blog In this blog post we’ll look at how you can build a production grade container for your static JavaScript application and how you can use a single container image for all your environments.

You’ve heard about it, thought about it and probably executed it.

What is Elasticsearch?