Gui Costa
An AI systems implementation consultant focused on enterprise-grade AI agent architecture and governance, who proposes an enterprise AI deployment model centered on orchestrator agents, a second brain, and a VPS.
Timeline (last 90 days)
Gui Costa's recommended enterprise AI architecture includes an orchestrator agent facing the board of directors and department agents divided by department, with each agent having least privilege and context.
Gui Costa uses private GitHub repositories to host the company's second brain, with different repositories corresponding to different permissions.
Gui Costa's VPS resource estimate: each agent typically needs 2 to 2.5 GB of memory; the KVM 1 plan can run 1 to 2 agents, KVM 2 can run 3 to 4, KVM 4 can run 8, and KVM 8 is aimed at companies with many agents and intensive tasks.
Gui Costa recommends KVM 2 for small companies and KVM 4 or KVM 8 for medium-sized companies.
Gui Costa mentions that he and his clients use Hostinger as their VPS hosting provider.
Gui Costa advocates using solutions like Hermes or OpenClaude, with the core rationale being model independence, avoiding the agent intelligence layer being tied to a single LLM.
Gui Costa demonstrated an ad campaign agent that can create, pause and resume ad campaigns in Slack.
All Facts (7)
Gui Costa's recommended enterprise AI architecture includes an orchestrator agent facing the board of directors and department agents divided by department, with each agent having least privilege and context.
50%UnverifiedGui Costa uses private GitHub repositories to host the company's second brain, with different repositories corresponding to different permissions.
50%UnverifiedGui Costa's VPS resource estimate: each agent typically needs 2 to 2.5 GB of memory; the KVM 1 plan can run 1 to 2 agents, KVM 2 can run 3 to 4, KVM 4 can run 8, and KVM 8 is aimed at companies with many agents and intensive tasks.
50%UnverifiedGui Costa recommends KVM 2 for small companies and KVM 4 or KVM 8 for medium-sized companies.
50%UnverifiedGui Costa mentions that he and his clients use Hostinger as their VPS hosting provider.
50%UnverifiedGui Costa advocates using solutions like Hermes or OpenClaude, with the core rationale being model independence, avoiding the agent intelligence layer being tied to a single LLM.
50%UnverifiedGui Costa demonstrated an ad campaign agent that can create, pause and resume ad campaigns in Slack.
50%