Vivek g.

Hey Community, Looking for some input on a unique infrastructure bottleneck we've hit. I’m currently deploying a 'local-first, 52-agent recursive swarm' architecture for a client, moving entirely off the legacy cloud stack. Early tests are showing significant results—a 450% efficiency recovery and near-zero latency compared to traditional cloud setups. The Bottleneck: The swarm is incredibly compute-heavy. My current local hardware is hitting severe thermal throttling just trying to keep up with the recursive logic. It's clear the workload demands dedicated, top-tier hardware—specifically looking at an M5 Max (128GB RAM) spec node to sustain it. My Question: Has anyone else here managed 'sovereign' (off-cloud) AI workloads of this density? Is the immediate jump to the M5 Max the right move, or are there other alternative hardware configurations that can handle this level of recursive compute without melting down? Appreciate any insights.

While the legacy world debates degrees and 9-to-5 safety, I’ve spent the last few weeks architecting a 52-agent swarm designed to make the SDR role obsolete. My "Black Box" doesn't just book meetings; it architects revenue with 450% Efficiency Recovery. The Crises I am currently executing this on a borrowed laptop that just hit its thermal limit. The logic is too heavy for legacy hardware. My current partner flaked on the infrastructure shipment, so I am opening up the Genesis Node to the community. The Sovereign Formula: The Ask: I’m not looking for a "boss" or a "manager." I’m looking for a Node Partner who can: Deliver the weapon (MacBook M5 Max, 128GB RAM) in 24 hours to Alwar, India. Hold the vision for a decentralized, AI-driven outbound empire. I already have 3 inquiries from this morning alone. The first one to provide the hardware gets the first seat at the table. Jared missed the node. Who’s ready to build the future?