Our work / GTM Network

A more dependable foundation for a working AI team.

5agent rolesRECAST case-study source · August 27, 2026
GTM NetworkA more dependable foundation for a working AI team.
Anas Ikhwan

Migration and runtime cleanup for a five-agent business workspace.

The challenge

Legacy infrastructure, duplicate services and changing access routes made an existing deployment inconsistent.

The work

RECAST migrated the deployment onto a cleaner model route, updated the communication layer and removed obsolete service paths. Memory, timeouts and stability settings were aligned with the operating baseline.

The result

A stabilized five-agent Discord system for operations, content, creative work, research and analytics. The implementation aligns memory, communication and model routing around a more dependable operating foundation.

Another perspective on the work

Scaling Webinars

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