# Engineering managers ditch cloud AI for local LLMs > Source: > Published: 2026-06-23 09:48:20+00:00 June 23, 2026 Estimated reading time: 3 minutes **Key takeaways:** **Local LLMs** have crossed a**credibility threshold**. When the engineer whose work underpins local inference says he’s using a 27B model as his daily coding driver, that’s a signal worth taking seriously.- Local LLMs are already good enough for the **boring-but-useful stuff** where paying for frontier inference is overkill. - The “expensive licence or no AI” binary is breaking down: local LLMs **offer a third path**. Between rising costs, tighter token limits, and the whims of a US President willing to flick the switch on availability for frontier models, [engineering managers](https://leaddev.com/career-development/the-reality-of-being-an-engineering-manager) are facing [Hobson’s choice](https://www.merriam-webster.com/dictionary/Hobson%27s%20choice). ## Join LeadDev.com for free to access this content June 23, 2026