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Autonomous Agents & MCP
CrewAI, LangGraph, MCP. Multi-agent orchestration grounded in ERPs and core systems, with human-in-the-loop on every high-stakes action.
Multi-Agent Is Not an Architecture. It Is a Decision.
The industry is building multi-agent systems because they are technically interesting. The companies capturing value are asking a different question first: does this task actually require multiple agents?
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Connecting Agents to ERPs Without Breaking Production
The hardest part of enterprise agent deployment is not the LLM. It is the write-back to ERP systems that handle payroll, inventory, and compliance. Here is the architecture that does it without the horror stories.
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Agents Are Software, Not Magic: The 12-Factor Framework
Every enterprise agent failure has the same cause: the team treated the LLM as the system. The 12-Factor Agents framework treats the LLM as one component in software that actually holds.
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