From Vibe Coding to Verified Engineering
AI agents should not just generate code. They should produce evidence . That is the core idea behind Agile V: → Requirements before implementation → I…
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Six Levels of MCP Servers
Most MCP servers I see in production are stuck at Level 1 or 2. They wrap an API, expose some tools, and stop there. The result: an agent that can tec…