In 2026, small language models are quietly winning production agentic workloads — not because they beat frontier models on benchmarks, but because they are faster, cheaper, and more auditable on narrow, tool-calling-heavy tasks. The hard part has shifted from picking the model to building the data pipeline that fine-tunes it.
The SLM-First Agent: Why 2026's Best Agentic Systems Run on Small Models
