Local LLMs now handle real dev work at 75% frontier performance
On a 2022 M2 Mac, the author runs Gemma‑4‑26B locally and achieves about 75% of frontier model accuracy for coding tasks. Refactoring, linting, unit‑test generation, and basic agentic workflows now run reliably without API calls, proving local LLMs are practical for everyday development.