The Lean AI That Beat Giants at Code Review—and What It Signals
What Changed and Why It Matters A new pattern is here. Lean, agentic systems are starting to beat frontier models on practical code review and architecture tasks. A startup publicly…
AI agents’ weakest link isn’t the model — it’s your data layer
What Changed and Why It Matters AI agents are moving from demos to production. The failures aren’t in the models. They’re in the data layer: quality, access, governance, and security.…
How a Reddit Post Became $120M ARR: Inside Runpod’s AI Cloud
What Changed and Why It Matters Runpod, a specialized AI cloud, hit $120M in ARR. The company’s first growth loop started on Reddit. “AI cloud startup Runpod hits $120M in…