For years, writing code and validating it moved at roughly the same pace. Agents broke that balance. Code now arrives faster than pipelines and reviewers can absorb it. Without va…

Brief: A spacecraft has landed in San Francisco. The visitors have initiated contact, but every attempt to understand them has failed. A translation team is being assembled to dec…

Most agent failures aren't the model being bad at the task. The agent is missing one fact at one moment: the server dies when the shell closes, the file it's about to overwrite is…