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My AI agents bully each other to prevent context drift

WUPHF — AI employees with a shared brain

My AI agents bully each other to prevent context drift screenshot

What is My AI agents bully each other to prevent context drift?

WUPHF lets you deploy multiple AI agents that work together on tasks whilst maintaining shared context. Instead of each agent starting fresh, they build and maintain a collective knowledge base so information doesn't get lost between conversations. The system includes a deliberate conflict mechanism (agents challenging each other) to catch mistakes and prevent the context drift that often happens when AI agents work independently. You can use it with Claude, Codex, OpenClaw, or run local models via OpenCode. It's designed for teams that need AI agents to handle ongoing work without constantly re-explaining context or duplicating effort.

Key features

Multi-agent collaboration

Deploy several AI agents that share context and work on the same tasks

Shared knowledge base

Agents build and maintain collective information so context persists across conversations

Built-in disagreement mechanism

Agents challenge each other's work to catch errors before they compound

Model flexibility

Works with Claude, Codex, OpenClaw, and local LLMs via OpenCode

Office simulation

Treats AI agents as team members with defined roles and responsibilities

Pros & cons

Advantages

  • Reduces context loss when multiple agents work on related tasks
  • The conflict mechanism helps catch mistakes that single agents might miss
  • Supports multiple model providers, so you're not locked into one platform
  • Freemium model means you can test it without upfront cost

Limitations

  • The agent disagreement system could slow down task completion if conflicts aren't resolved efficiently
  • Managing multiple agents and their interactions adds complexity compared to single-agent tools
  • Specific pricing details for paid tiers are not publicly listed

Use cases

Content teams where multiple writers need to maintain consistent knowledge across articles and projects

Software development teams using AI assistants for code review and documentation

Customer support operations where agents need to remember customer history and context

Research projects requiring multiple AI agents to collaborate on analysis and synthesis

Product management where agents track requirements, feedback, and decisions across conversations

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Pricing

Free

Free

Access to WUPHF with basic multi-agent collaboration and shared knowledge base functionality

Paid tiers

Contact for pricing

Enhanced agent limits, advanced analytics, priority support, and custom model integration options

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