I REALLY Want Open Models to Win, But They Just Don't Cut It (Yet)

VideoCole Medin

My AI Software Factory Ships Hundreds of PRs a Week (Here's How I Manage It)

The video tours an AI software factory that ships hundreds of pull requests weekly and explains why a human-supervised control plane is essential for reliability. It covers the dashboard, version comparison, workflow observability, and the Archon plus Neon Postgres infrastructure powering the factory.

• Repocoleam00/ai-software-factory
• Repocoleam00/factory-mission-control
• Repocoleam00/archon

VideoCole Medin

Anthropic's New Study: You're Not Controlling AI as Much as You Think You Are

Anthropic's study examines how AI agents can quietly displace expert judgment, with analysts following the agent's recommendation 86% of the time and often repeating its reasoning as their own. For AI builders, the video argues that agents can improve productivity while still eroding independent decision-making, and recommends structuring workflows to preserve human agency.

• ProviderAnthropic
• Repocoleam00/skills

VideoCole Medin

The 4 Components of Every Successful AI Second Brain (Build These Now)

The video explains four components of an effective AI second brain: Context, Connections, Capabilities, and Cadence. It argues that a simple system of tools and Markdown files can deliver major productivity gains, regardless of the underlying model, if it knows your work, accesses your platforms, follows repeatable workflows, and eventually acts proactively.

VideoCole Medin

AI Makes Us WAY Faster but Fries Our Focus (Here's What I Do About It)

AI coding has dramatically increased output, but parallel agent sessions create constant context switching that drains focus and prevents deep work. The proposed answer is to invest less in juggling sessions and more in autonomous software systems that can plan, execute, and validate work for hours or days with minimal supervision.