The real ROI of AI for knowledge work: the task-level gains (Noy-Zhang, Brynjolfsson), the jagged frontier (BCG-Harvard), the 2.8% real-world time saving and no earnings effect (Humlum), 95% of enterprise pilots with no P&L return (MIT), and how to capture what is real.
Building production AI agents requires a multi-tiered persistent memory architecture. Learn how Zep, Mem0, and ContextNest work together to create a complete, governed memory stack.
βWhat got you here wonβt get you thereβ applies not only to founders, but to the organizations they build. An underappreciated aspect of this is risk and chaos, and how it appeals to discrete personalities. I consider most of these archteype to respond mostly to certain levels of organizational chaos - and as such, there are areas where they thrive, and areas where they are out of their depth. Iβll hearken back partially to Wardleyβs Pioneers, Settlers, Town Planners as part of this.
Oak is the agentic substrate for software development: the version-control and storage layer autonomous coding agents build on. Mount large repos without a full clone, branch per task, snapshot up to 95% faster than git, and bring your own agent: Claude Code, Codex, Cursor.
GeoSpoof overrides your browser's geolocation, timezone, and WebRTC APIs so websites see exactly where you want them to. Free, open-source, and available on every major browser.
opbox is an experimental open-source daemon that syncs directories of plain text files between machines in real time β CRDT merges, any editor, end-to-end encrypted, offline-friendly.