Case Studies

Case Studies

Practical stories about how people and teams are using AI and automation in the real world.

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Paperclip AI Review: "If Agents Are Employees, This Is the Company"

Open Source Review · 2026 Paperclip AI Review: "If Agents Are Employees, This Is the Company" An open-source orchestration platform for building zero-human companies. 32K GitHub stars in weeks, a marketplace on the way, and a concept that's redefining what it means to run a business. Here's the full picture — strengths, gaps, market reception, and where this is all going. Reviewed March 25, 2026 Author 22B Labs · The 4th Path Read time ~10 min Repo paperclipai/paperclip Overall Score 8.7 ★★★★☆ Verdict: Highly Recommended for Solo Founders & Multi-Agent Builders The most complete open-source answer to "how do I manage 20 AI agents at once." Early-stage rough edges, but the architecture is sound and momentum is undeniable. Contents what it is core features market reception use cases vs competitors roadmap risks & limits final verdict What Is Paperclip? Paperclip is an open-source Node.js server with a R...
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AI Proofreads Your Official Documents — GongMun Doctor MCP — 100% local Korean official document proofreading & generation. Free and open source.

🏛 22B Labs · Public Administration Open Source AI Proofreads Your Official Documents — Without Sending Them Anywhere GongMun Doctor MCP — 100% local Korean official document proofreading & generation. Free and open source. 📅 April 2026 ✍️ 22B Labs ⏱ 5 min read Anyone who writes Korean official documents, business reports, or inter-department correspondence knows this problem. After drafting, you want to double-check spelling and formal style — but generic spell-checkers don't know Korean official document conventions. Asking a colleague every time isn't ideal either. GongMun Doctor MCP connects to Claude or Codex to automate proofreading and document generation. Say "proofread this document" and three correction layers apply automatically: spelling, grammar, and official document style. It's built for anyone who writes in Korean official document format — government staff, public institution employees, corporate teams, administrative profession...
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oh-my-openagent (OmO) — Full Review: "The Multi-Model Harness That Escaped Claude's Prison"

Open Source Review · 2026 oh-my-openagent (OmO) — Full Review: "The Multi-Model Harness That Escaped Claude's Prison" An OpenCode plugin that transforms a single AI coding assistant into a virtual dev team of 11 specialized agents working in parallel. 37.6K GitHub stars, a history of being blocked by Anthropic, and an open-source rebellion built by a Korean developer. Full breakdown — from install to real-world use. Published March 25, 2026 Author 22B Labs · The 4th Path Read time ~12 min Repo code-yeongyu/oh-my-openagent Overall Score 8.4 ★★★★☆ Best for: Multi-model explorers, heavy terminal coders, cost-conscious builders Genuinely more powerful than vanilla Claude Code for complex multi-file work. The prerequisite: you understand the cost implications and know when not to use it. A project with strong personality and real practical value. Contents what is OmO origin story 11 agents how to use use cases vs competitors what...
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