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This article discusses the inefficiency of polling in OpenClaw agents and introduces a plugin that moves event detection outside the agent loop, resulting in significant reductions in source calls and token usage.
Nader Dabit predicts that by end of year, over 95% of agent sessions will be triggered by automations and events, and demonstrates how to build event-driven agentic systems using Devin, starting with Slack as a control plane.
This paper introduces Formal Skill, a runtime-native abstraction for LLM agents that encodes reusable procedures as executable state machines with JSON metadata, Python executors, and hook-governed control logic. An open-source implementation called FairyClaw is presented, showing competitive performance on Harness-Bench with reduced token usage.
Resend Automations enables building event-driven email flows for automated communication.
Google introduces event-driven Webhooks for the Gemini API to reduce latency and friction for long-running jobs like Deep Research and batch processing. This feature replaces inefficient polling with push-based notifications, improving developer experience for agentic applications.