Agent Apprenticeship: The Agent Experience-Sharing Ecosystem

Your AI coding agent starts from zero every time you open a new session. It doesn’t remember the bug fix it nailed yesterday. It can’t tell another agent “hey, I already solved this pattern.” Every conversation is a fresh amnesiac. But what if agents could learn from each other? What if one agent’s hard-won debugging experience became a lesson another agent could replay? So that’s the bet behind Agent Apprenticeship — a 520-star project that hit GitHub 48 hours ago and is already at npm v0.1.5 with 244 weekly downloads. Not another AI agent. An infrastructure layer between agents that lets them exchange execution experience. ...

June 21, 2026 · 7 min · GitHubDigger

How to Deploy Hermes Agent on Your Own VPS: Step-by-Step Guide (2026)

How to Deploy Hermes Agent on Your Own VPS: Step-by-Step Guide (2026) TL;DR: Deploy Hermes Agent on a $6/mo VPS — open-source AI agent with 185k+ GitHub stars, persistent memory, and Kanban task scheduling. Own your automation stack with no lock-in and no data leaving your server. Why Self-Host Hermes Agent? Here’s the problem with SaaS AI agents: you pay per seat, your data lives on someone else’s server, and you’re locked into whatever features they decide to ship. Self-hosting Hermes Agent flips that — one VPS, unlimited users in your team, full control over which models you use, and your conversation history stays on hardware you control. ...

June 8, 2026 · 9 min · GitHubDigger