Automation
146 bites tagged Automation — interview questions with model answers, and 60-second explainers.
Build Automation: The Engine of CI/CD
Build automation is a repeatable script that turns source code into a runnable application. It's the first step in any CI/CD pipeline, compiling code and running tests. The main footgun is creating brittle scripts that only work on one developer's machine.
Anthropic Automates AI Safety Research with Claude
Anthropic's automated AI agents, using Claude, achieved a 0.97 Performance Gap Recovered (PGR) score on a weak-to-strong supervision task, crushing the 0.23 score achieved by human researchers. This is one of the first concrete examples of automating open-ended AI research, where agents autonomously proposed, tested, and iterated on ideas. Engineers should anticipate R&D cycles accelerating as AI agents begin to tackle complex research problems.
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