Everything we've built, broken, and written about.
On Below the Waterline, Connor Callahan and Lee Mikles dig into why agent instructions should outlast a single chat, and why Oliver borrows from version control to share them across a team.
A recap of Connor Callahan’s Below the Waterline talk on giving powerful AI agents smaller jobs, clearer handoffs, and workflows people can inspect and refine.
We replaced Oliver's dashboard with a single persistent conversation, treating the platform as a hierarchy of agents where one manager routes work to specialists.
The Inbox is the second destination in Oliver's new UI: everything Oliver has to tell you that isn't a conversation.
We turned a conference-gift ASUS GX10 into an OpenAI-compatible model provider the whole team can hit with the client code they already use — LiteLLM in front, llama.cpp and vLLM behind, three access tiers, and one genuinely annoying Docker networking wall.