AI
AI Doesn't Fail at Intelligence. It Fails at Hand-Off.
Most AI programs die in the gap between a good answer and a shipped decision. The model was never the bottleneck. The hand-off was.
June 10, 20268m read
AI
The Real Bottleneck in AI Programs Is the Handoff
Most AI initiatives fail after the demo because the organization cannot turn an answer into an owner, a decision, and a finished task.
June 10, 20265m read
AI◆ Deep Dive
Claude Fable 5: We No Longer Verify the Work — We Verify the Direction
Thariq Shihipar from the Claude Code team lays out the 3 workflow changes Fable 5 made real — and the paradigm shift underneath all of them: we no longer verify the work, we verify the direction.
June 10, 20266m read
AI
The Context Gap Has Always Been the Real Problem
Every app switch was a context rebuild. AI with cross-platform memory doesn't just save time — it changes the fundamental economics of knowledge work.
May 13, 20267m read
AI
The New Model Is Not an Image Tool. It Is a Production Line.
Most people are still evaluating AI image models like toys. That mistake is expensive. The real shift is not quality, it is throughput.
April 29, 20267m read
Engineering
The Design-Code Loop Just Closed. What That Means for Engineering Teams.
Claude Code can now turn production code into editable Figma designs — and round-trip the changes back. This isn't a designer's tool. It's a fundamental change to the design-engineering handoff that engineering managers need to understand before their teams figure it out for them.
February 23, 20267m read