Lab
Real experiments that prove where intelligent systems deliver practical value.
Lab projects
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ibsolutions.dev: an intelligent services provider website
A RAG-style semantic search experiment on ibsolutions.dev: hybrid embeddings, keyword scoring, and serverless retrieval to match visitor queries to proven client work.
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Void Crystal: AI Marketing Agent
A custom AI agent that co-edits a living growth strategy document, with section-scoped editing, version control, and model switching to keep marketing and sales planning fast and accurate.
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Void Fragments
Open source companion to Void Crystal. Single, useful AI capabilities from our demos published as compact, runnable Python scripts so developers can reproduce, extend and validate ideas quickly.
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Void Crystal
Internal lab for testing where AI delivers practical value for marketing, sales and operations. Short demos in context and forkable fragments for fast validation.
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