Agents Become Work Systems, Not Chatbots
Agent tooling shifted toward executable research, skills, and control surfaces while infrastructure and trust gaps sharpened.
Developer-Tools
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Agent Skills Hit the Trust Wall
Agent skills spread into design, security, and devices while trust, provenance, and review boundaries became the real bottleneck.
Harnesses Took Over the Agent Stack
Agent work shifted from models to harnesses, skills, and control surfaces while safety and discovery trust lagged behind.
Agent Skills Became the New Attack Surface
Agent skills spread into real workflows while security, reviewability, and discovery noise became the week’s hard constraints.
Agent Harnesses Hit the Trust Wall
Agent tools moved deeper into work while security, local inference, and discovery noise exposed the missing trust layer.
Agent Work Moved Into the Operating Room
Agent tooling shifted toward interfaces, skills, local control, and trust gaps while exploit and automation noise stayed high.
Agents Became Products, and Spam Followed
Agent tooling moved from experiments to packaged products while spam and abuse campaigns kept gaming GitHub discovery.