[!] TOPIC ARCHIVE // #HARDWARE
#Hardware
All 5 guides, operator dossiers, and signals tagged with #Hardware.
Apple puts a serious local-model machine on the desk
Apple’s M6 Mac mini and M5 Ultra Mac Studio make the practical boundary between local assistance and private, high-memory model work much clearer.
real surfaces
Zed and JetBrains turn the IDE into an explicit human-plus-agent surface, Zig and Zulip harden their AI contribution rules, and Figure finally publishes humanoid factory metrics.
the hidden staff around AI
admins, regulators, researchers, and pit crews are becoming the real interface layer around AI systems.
visible infrastructure
browser-side artifacts got inspectable, AI governance turned into liability and identity policy, and humanoid automation picked up a factory cadence.
signals — terminal multiplexing, swarm research, local VRAM
agent-deck ships terminal multiplexing. last30days-skill makes omni-source research atomic. Intel drops 32GB VRAM to $949. infrastructure consolidates around multi-agent patterns.