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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

The Part of AI Work That Actually Compounds

Most of my AI work habits formed gradually. Skills sharpen: better at structuring prompts, more deliberate about context, better at steering conversations toward useful output. But there was a gap…
Posted by Giuseppe Basile March 10, 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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