Enterprises experimenting with AI agents are discovering an uncomfortable pattern: pilots work well in isolated demos, but break down when agents have to operate inside real organizations with real constraints. The underlying problem, according to Asana chief product officer Arnab… Read More »Why Shared Memory Is Becoming the Critical Layer in Enterprise AI Orchestration
AI-assisted coding tools have made it easy to generate impressive demos, but much harder to safely ship and maintain real software. Vercel’s v0 launched into that gap in 2024 as a “version 0” prototyper. Millions of people used it to… Read More »Inside Vercel’s Rebuilt v0: From Vibe-Coded Prototypes to Governed Production Apps
Introduction When I first joined the team behind this project, we already had a mature Python stack powered by Celery for background tasks: heavy data processing, report generation, and third-party API calls all ran asynchronously. The problem wasn’t Celery itself;… Read More »Case Study: n8n Celery Integration for Reliable Python Background Tasks
Bitcoin’s retreat from record highs is now inflicting sizable paper losses on the investors who helped fuel its ETF boom. With BTC slipping below $80,000 and briefly touching the mid-$70,000s, the emerging data shows most US spot Bitcoin ETF buyers… Read More »Bitcoin ETFs Face $7B in Paper Losses as BTC Slides Below $80K