kimi 2.6's agent swarm quietly turned "hire a research team" into a single prompt... 300 sub-agents, one input, coordinated across thousands of steps, and the model plans the whole workflow itself - no roles to assign, nothing to configure here's what people are actually running through it right now: - job search - background + comp target + remote in 2-3 sentences, swarm deploys a dozen research agents, runs 240+ searches, comes back with matched roles in ~20 minutes - brand/sponsorship prospecting - describe your niche and deal criteria once, get back a scored list of 300 companies with affiliate links, commission structure, cookie duration, fit score - bulk document synthesis - drop in 40 PDFs, get one clean report out resume → application pipeline - upload once, it finds 100 matching roles and writes 100 tailored applications in one run - local lead gen - find 30 businesses with no website, generate 30 landing pages, same session underneath it: a 1 trillion parameter open-source model built for under $5M, benchmarking near GPT-5 and Opus 4.6 on real agentic tasks, not just Q&A what actually matters isn't the parameter count... it's that none of the above needed a dev, an IT team, or a workflow diagram you describe the outcome, it builds the team