Agent-Readable Server Panel

A server panel whose main output is operation logs an agent can take over from

Problem

People letting AI agents operate their servers find existing panels (NeZha-style) built for humans: deployments, config changes and granted tokens aren't recorded in a structured way, so the next session can only take over from a human's verbal history. One user built Pier where operation logs are the primary product, letting an agent in-repo say 'deploy this to hk-1 for me'.

Solution

A lightweight server panel designed for AI agents: every agent action is logged structurally (actor, credentials used, changes made, rollback point); new sessions can load a context summary and take over; high-risk actions require human confirmation; deployment commands can be turned into reusable scripts.

Users

Indie devs managing servers with Claude Code/Codex-style agents, small-team ops, self-hosting hobbyists

MVP

Single-host agent action logging with structured storage; per-session context summary generation; human approval gate for risky actions; credential scoping and usage records; deploy-command-to-script conversion

Revenue

Open-source core + team subscription (multi-host, audit export, SSO); hosted tier priced per machine

Why now

More people hand servers to agents, but takeover-ability and auditability are ignored; it's a UX-layer tool a solo dev can ship.