AI · 3 Nov 2025 · 9 min read
Evaluation-first LLM engineering in the enterprise
Why golden datasets, offline evals and continuous scoring matter more than the model you pick.
Infoogle Engineering · Engineering team
Engineering journal
How we think about architecture, AI, cloud and delivery — written by the people who build the systems.
AI · 3 Nov 2025 · 9 min read
Why golden datasets, offline evals and continuous scoring matter more than the model you pick.
Infoogle Engineering · Engineering team
9 articles
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Guardrails, human-in-the-loop patterns and auditability for autonomous AI workflows.
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Why 2026 is the year enterprises retire proofs-of-concept in favor of governed production AI.
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Choreography vs orchestration, schema evolution and the observability tax nobody budgets for.
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Where AR/VR delivers measurable ROI today — and where it remains an expensive novelty.
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