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The Future of AI Agents: A Thread

Edward January 15, 2026

🧵 Everyone's building AI agents wrong. Here's why:

1/ The "God Agent" problem

Most teams build one massive agent that does everything. This always fails. Why? Context limits. Hallucinations. Debugging nightmares.

2/ The solution: Specialized agents

Instead of one agent, build many. Each with a single responsibility. An orchestrator coordinates them.

3/ Why this works

  • Smaller context = fewer hallucinations
  • Easier to test and debug
  • Can swap out individual agents
  • Better observability

4/ The key insight

Agents aren't programs. They're more like microservices. Design them that way.

5/ What we're building

At @tyingshoelaces, we're creating an open-source agent mesh. Multiple specialized agents. Unified orchestration. Full observability.

6/ The stack

  • MCP for tool integration
  • A2A protocol for agent communication
  • Rust for performance
  • PostgreSQL for state

7/ Early results

  • 10x faster iteration
  • 90% fewer context-related errors
  • Agents can be updated independently

Want to learn more? Check out tyingshoelaces.com

/thread

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