KyberAgent runs swarms of SI agents that plan, split work into sub-agents and finish long tasks, each sealed in its own KyberCell sandbox with rules you can read.https://kyberagent.comenhttps://kyberagent.com/blog/a-swarm-not-a-bothttps://kyberagent.com/blog/a-swarm-not-a-botOne agent on a long job drowns in its own context. A planner, sub-agents with fresh context and one report from each is how long work gets done, and checked.Thu, 08 Oct 2026 00:00:00 GMTagent swarmsub-agentscontextdelegationhttps://kyberagent.com/blog/anatomy-of-a-deep-agenthttps://kyberagent.com/blog/anatomy-of-a-deep-agentA shallow agent is a loop of model and tool calls. Depth comes from parts outside the model: a written plan, sub-agents, a file system, memory and skills.Thu, 08 Oct 2026 00:00:00 GMTdeep agentplanningfile systemskillshttps://kyberagent.com/blog/every-step-on-the-recordhttps://kyberagent.com/blog/every-step-on-the-recordA summary written by the agent that did the work is testimony, not a record. What a trajectory captures, who writes it, and how to tell whether you have one.Thu, 08 Oct 2026 00:00:00 GMTtrajectoryauditloggingaccountabilityhttps://kyberagent.com/blog/kybercell-explainedhttps://kyberagent.com/blog/kybercell-explainedAn agent that can run code can run the wrong code. What a KyberCell fixes at creation, how its network and secrets work, and why policy belongs outside the model.Thu, 08 Oct 2026 00:00:00 GMTKyberCellsandboxisolationsecretshttps://kyberagent.com/blog/where-a-swarm-should-runhttps://kyberagent.com/blog/where-a-swarm-should-runWhere a swarm runs is usually decided by a vendor's business model. How to decide per task instead, by privacy, size and urgency, and keep the data where it belongs.Thu, 08 Oct 2026 00:00:00 GMTlocal firstKyberDeckKyberFusioncomputehttps://kyberagent.com/blog/why-your-agent-needs-an-ontologyhttps://kyberagent.com/blog/why-your-agent-needs-an-ontologyMore context makes an agent better informed and no more reliable. Structure is what lets it check a claim, trace a fact and notice it is contradicting itself.Sat, 29 Aug 2026 00:00:00 GMTontologyknowledge graphcontextretrievalhttps://kyberagent.com/blog/memory-that-survives-the-sessionhttps://kyberagent.com/blog/memory-that-survives-the-sessionAn agent that starts every conversation from zero is a very good stranger. What has to persist, what should decay, and what must never be written down at all.Sat, 15 Aug 2026 00:00:00 GMTagent memoryprovenanceforgettingprivacyhttps://kyberagent.com/blog/a-personal-agent-is-not-a-chatbothttps://kyberagent.com/blog/a-personal-agent-is-not-a-chatbotConnecting a model to your inbox produces a faster way to be asked questions. Agency needs standing goals, its own schedule and the judgement to stay quiet.Sat, 01 Aug 2026 00:00:00 GMTagentsdelegationautonomyinterfaceshttps://kyberagent.com/blog/an-agent-that-regulates-itselfhttps://kyberagent.com/blog/an-agent-that-regulates-itselfThe variable most worth regulating in an autonomous agent is its own behaviour. What to measure, what to do when it drifts, and why the agent should act first.Sat, 18 Jul 2026 00:00:00 GMThomeostatself-regulationautonomyreliabilityhttps://kyberagent.com/blog/you-cannot-audit-what-you-cannot-readhttps://kyberagent.com/blog/you-cannot-audit-what-you-cannot-readAn agent working for you sees more of your life than any other software you run. That is a strange thing to run as a black box, and open source is the only honest answer.Sat, 04 Jul 2026 00:00:00 GMTopen sourceaudittrustlocal first