An example use case: let’s say we have a module that is responsible for synchronizing data with an external system. We could implement the first version with support only for direct, synchronous HTTP calls. If the module’s interface is well-designed, we would be able to substitute it later for a new version that utilizes an outbox pattern (where the synchronization is paused when there’s no internet connection).
Numerous companies are rushing to move into the space for AI agents, particularly following the viral popularity of OpenClaw, an open-source AI agent harness that can be used with any AI model as the underlying “brain.” Following the explosive usage of OpenClaw, Perplexity in late February debuted an agentic AI system called Computer, which is a cloud-based system that orchestrates 19 different AI models to execute complex workflows. Microsoft has also launched Copilot Tasks, which is a similar AI agent and harness product. Meanwhile, OpenAI hired Peter Steinberger, the independent developer who built OpenClaw, although OpenClaw itself will continue to be run as an open source project under the auspices of a foundation Steinberger set up.
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