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Structured output & tool-calling
Forcing LLMs to emit schema-valid JSON and call tools reliably — the engine room of agentic, production-grade AI.
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Local-first LLMs
Small, capable models I run locally on a single RTX 3090 (Ollama / llama.cpp / transformers) — the backbone of self-hosted, sovereign AI.
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Structured output & tool-calling
Forcing LLMs to emit schema-valid JSON and call tools reliably — the engine room of agentic, production-grade AI.
-
Local-first LLMs
Small, capable models I run locally on a single RTX 3090 (Ollama / llama.cpp / transformers) — the backbone of self-hosted, sovereign AI.
-