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For teams preparing to connect Claude Code API or Anthropic-compatible channels, AgentNexus helps validate channel reliability with cases, streaming first-token timing, response checks, and local history.
A practical RACI matrix for Human-AI collaboration that makes each stage accountable, gated, and traceable from requirement clarification to PR review.
A two-week, executable, measurable, and reviewable AI collaboration loop that validates team-level impact beyond individual productivity gains.
The first post of AI R&D Playbook, covering why I started, what I will write, and what success looks like.