reaction: A daemon that scans program outputs for repeated patterns, and takes action
Summary
reaction is a daemon that monitors program outputs for repeated patterns and triggers predefined actions, useful for automation and alerting.
View Cached Full Text
Cached at: 07/12/26, 10:49 AM
Similar Articles
ReAct or CodeAct, that is the question
The article discusses the trade-offs between ReAct and CodeAct orchestration paradigms in AI engineering, highlighting CodeAct's efficiency for complex tasks and introducing a new open-source framework.
Daemons by Charlie Labs
Daemons by Charlie Labs is a product that uses AI agents to automate and streamline PRs, issues, CI, and documentation workflows.
Show HN: Daemons – we pivoted from building agents to cleaning up after them
Charlie Labs launched Daemons, self-initiated AI background tasks defined in Markdown that continuously maintain repos by updating docs, triaging issues, and keeping PRs mergeable without human prompts.
@irl_danB: everyone is building an agent or a tool you don't want an agent or a tool, you want a reactor I've been working on some…
A developer introduces a concept called a 'reactor' — an agent session DAG that maintains a memoized world-model using OpenProse markdown files and the openai-agents-sdk, drawing parallels to React and dataflow.
@cognition: Introducing Devin Auto-Triage: Your AI first-responder with long-term memory. Devin can monitor incoming bugs, alerts, …
Cognition introduces Devin Auto-Triage, a new feature for Devin that adds long-term memory and autonomous monitoring of bugs, alerts, and incidents, with the ability to investigate and propose fixes or pull requests.