Small and mid-size businesses sign the paychecks for roughly half the country's private workforce, and they keep Tampa Bay running. Most of them will never make a headline. All of them make payroll.

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Glimmer stakes out different ground: a dense model with native vision input, trained end-to-end around the agent loop, shipping with its own quantized variants and speculative-decoding drafter.