6 articles
And How to Fix It
Spec-driven development fails for the same reason all documentation-first initiatives fail: maintenance falls entirely on humans. Augment Code's Intent changes that by making both humans and agents responsible for keeping the spec honest.
How I Built a Personal OS for AI Agents
A deep dive into Personal Brain OS — a Git-based file system that gives AI assistants persistent context, voice, memory, and relationships. Why context engineering beats prompt engineering.
A Global Survey of Sandbox Technology and Regulation
From gVisor to Firecracker, from the EU AI Act to Singapore's GenA.I. Sandbox — how the race to contain autonomous AI agents is reshaping the infrastructure of intelligence itself.
Inside NotebookLM's Audio Overview
How Google's NotebookLM turns documents into realistic podcast conversations — and what it reveals about the future of how we absorb information.
They're the New Operating System
Distilling Andrej Karpathy's framework — dual-file architecture, three-stage training, System 1/2 cognition, and the LLM-as-OS thesis — into a technical argument about where large language models are heading.
Lessons from Granola
How Granola's philosophy of restraint, radical simplicity, and augmentation over replacement created a meeting tool users call life-changing.