7 articles in this series
March 5, 2026 • Agents, AGNTCY
Agents are living in isolation. They are built on different frameworks, hosted in different environments, and speak different dialects. This is the agent silo problem.
March 9, 2026 • Agents, AGNTCY
Building a global network of agents is not a trivial undertaking. It requires a robust, standardized foundation. Much like the OSI model formalized how computers communicate across networks, AGNTCY introduces a structured stack to handle everything from discovery to secure invocation.
March 10, 2026 • Agents, AGNTCY
The AI agent ecosystem is crowded with acronyms — MCP, A2A, ACP, LangGraph, CrewAI, AutoGen. It is genuinely confusing. I hear this from practitioners constantly. Everyone is building an 'agent standard,' so how do we make sense of it all?
March 11, 2026 • Agents, AGNTCY
Without a standardized schema, orchestrators are left guessing what an agent can do, often resorting to fragile prompt parsing and heuristic-based routing. This is neither scalable nor reliable.
March 14, 2026 • Agents, AGNTCY
In a multi-agent environment, relying on unvalidated metadata is a recipe for disaster.
May 6, 2026 • Agents, AGNTCY
The Agent Directory Service is the phonebook for our agent ecosystem. However, it is not just mapping a name to an address like DNS does for web servers. Instead, ADS relies on capability-based matching.
May 8, 2026 • Agents, AGNTCY
The Agent Directory Service directories can be exposed to LLMs directly using the Model Context Protocol and deploying the entire stack into a production environment.