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Posted inBlog

The Shared Environment: The Quiet Architecture Shift Behind Multi-Agent Pipelines

When agents stopped being solo acts For most of 2024 and into 2025, the standard pattern for an AI coding agent was one model, one session, one task. Run it…
Posted by Giuseppe Basile October 27, 2026
Posted inBlog

When Fine-Tuning Is the Wrong Answer

How AI teams end up with architectures nobody designed Early AI prototypes are built fast. A product team stands up a model, stuffs a product catalog into the prompt, and…
Posted by Giuseppe Basile October 5, 2026
Posted inBlog

When the Infrastructure Becomes Your Competitor

In the early 2010s, the mental model for building on AWS was clean: builders were renting dumb infrastructure from a company whose business depended on keeping its tenants happy. The…
Posted by Giuseppe Basile March 21, 2026

Recent Posts

  • The AI Engineer’s Job Has Changed: Building the Loop, Not Just the Feature
  • The Engineer as Bottleneck: Why Autonomous Agent Loops Are the Next Frontier
  • The Shared Environment: The Quiet Architecture Shift Behind Multi-Agent Pipelines
  • The IDE Is Not the Factory: Building an AI Development Loop That Ships
  • ELITE Agentic Engineers Are LEAVING THE LOOP… Here’s why

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