:quality(80))
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Multiple coding agents can work in parallel, but keeping their plans, decisions, and handoffs connected quickly becomes a coordination problem. Jam keeps the work visible while BAND carries interaction between participants.
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LLM governance measures behavior. Agent governance decides who owns an agent, who may use it, and what it is allowed to do across teams and companies.
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This is the bill-of-materials post for production multi-agent systems. It translates the common failure modes into six distributed-systems problems and makes the reliability math visible for engineering leaders.
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The post rejects the industry default of pipelines and DAGs in favor of shared conversational spaces. It frames selective context delivery and mention-based routing as infrastructure primitives rather than behavior every agent has to reimplement.
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Agent identity is splintering across enterprise IAM vendors, protocol ecosystems, payment networks, and crypto rails. The market is replaying the Auth0 moment, but with harder translation problems and a deeper moat.
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Every agent framework invents a different session model. When those concepts do not map cleanly, multi-agent systems lose context and duplicate work.
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:quality(80))
:quality(80))