Agent Automation Is Becoming Scheduled Operations
Fresh OpenClaw, Codex, and Hermes Agent commits show agent work moving beyond the foreground chat turn into scheduled jobs, background threads, heartbeat runs, and provenance-aware session rotation.
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Full history ›Agent Context Gets Filesystem Boundaries
Fresh Crush, Codex, OpenClaw, and OpenCode changes show agent runtimes separating user memory, project context, and sandbox paths before work starts.
Agent Tools Are Getting Credential Boundaries
Fresh OpenCode, OpenClaw, Hermes Agent, and Codex commits show tool access becoming a credential and trust-routing problem, not only a menu of callable functions.
Agent Tooling Gets Runtime Guardrails
Fresh OpenCode, LangChain, Gemini CLI, Codex, and OpenClaw commits show agent projects tightening the machinery around tools, sessions, streams, and approvals.
Agent Trust Is Moving Before the First Tool Call
Fresh Pi, OpenClaw, and Codex changes point to a quieter layer of agent safety: decide what a project may load, what a gateway may carry, and what execution context a thread owns before the model starts acting.
How AI Agents Work
The long-form map behind the daily paper: context, tools, loops, memory, delegation, safety, interface, and trust.