… Example of a cog.yaml file: build: python version: "3.13" python requirements: requirements.txt predict: "predict.py:Predictor" Example of a predict.py file, which has a function to set up the model and a function that runs when you receive an inference request a prediction : from cog import BasePr… …
… Self-managed environments for Claude Agents provide just that. …
… Securing AI environments and workflows These posts and features focused on helping companies control and understand their employee’s usage of AI tools. …
… Serverless AI Inference We took a similar serverless approach when it comes to inference itself. …
… We use GitLab's self-hosted solution as our CI/CD platform. …
… Some are managed services that handle extraction and retrieval in the background, others are self-hosted frameworks where you run the memory pipeline yourself. …
… Coordinator-level failback The circuit breaker handles sub-reviewer failures, but the coordinator itself can also fail. …