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Case studies

Case studies

Deep technical case studies by Illia Losiev: problem, constraints, options, decision, implementation, trade-offs, result.

Sep 13, 2026 From isolated AI features to a multi-agent platformHow a multi-tenant Rails SaaS product moved from one-off AI interactions to a platform of bounded assistants with routing, shared tools and evaluation infrastructure — and what was traded to get there.

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