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Cursor Automations now respond to GitHub events and can operate cloud agents with computer use, expanding the scope of automated workflows the product supports.
The addition of GitHub and Slack triggers alongside computer use support expands Cursor Automations beyond its previous trigger set, enabling agents to respond to a broader range of external events.
The `/automate` skill offloads the manual work of configuring automation triggers and tooling to the agent, letting users set up automations through natural language alone.
Radical AI's self-driving lab demonstrates that automating the physical experimentation loop — not just the modeling — can achieve a throughput in materials discovery that prior state-of-the-art programs could not match.
Codify's stateless, config-as-code approach to dev machine setup — backed by an AI agent that avoids raw shell command generation — offers a reproducible alternative to ad-hoc environment provisioning scripts.
The pipeline collapses the entire build-publish-monetize cycle for MCP servers into a fully automated 90-second loop, shifting the primary constraint from software construction to distribution.
The post illustrates a concrete case where an AI coding agent has taken over the full contribution pipeline of an active open-source project, reducing the human maintainer's role to payment and editorial triage.
The post provides the first concrete, public implementation of the "design loops, not prompts" pattern that Steinberger and Cherny described but never demonstrated, giving practitioners actual configs and skills to study or reuse.
The system demonstrates that a production agentic coding loop — from natural-language bug report to merged PR — can be built with no orchestration framework, relying entirely on Claude Code's native capabilities and an MCP connection to an existing issue tracker.
The tool replaces the manual, multi-step App Store Connect workflow with a single conversational interface, allowing MCP-compatible AI agents to drive an entire release end-to-end against the live Apple API.