Beyond the demo: what production AI actually needs.
Notebook demos hide the failure modes production systems live and die by. A working checklist for turning a model call into a dependable service.
Abel Adamu Buba · 3 min read
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Field notes
Technical notes on AI systems, RAG evaluation, latency and operational reliability by Abel Adamu Buba.
Evaluating RAG the way you would evaluate search.
Vibes are not an eval. A pragmatic harness for measuring retrieval quality, answer faithfulness, and regression risk across releases.
Abel Adamu Buba · 3 min read
Latency budgets and turn-taking in voice agents.
Sub-second turn latency, barge-in, tool calls, and safe handoff — the constraints that decide whether a voice agent is usable at all.
Abel Adamu Buba · 2 min read