Mellum2 is fast, open source, and runs entirely on your own infrastructure — a challenge to coding tools that depend on third-party APIs to function.
Read original article ↗Open source Mellum2 is the rocket fuel blasting past Claude's walled garden.
JetBrains just handed developers a fast, self-hosted coding beast that ditches third-party API shackles, proving local infrastructure crushes cloud-dependent tools in speed and sovereignty. This move exposes how proprietary models like Claude inevitably lag when real control and customization matter most. Acceleration wins again as open code democratizes what closed labs hoard.
Closed AIs are already obsolete—run or get left behind.
Corporate open source is just a digital branding exercise for feudal lords fighting over your metadata.
JetBrains is not liberating developers but merely building a taller fence around its own proprietary garden to spite Silicon Valley rivals. Both the API addicts and the self hosted purists ignore that the underlying models remain black boxes designed to extract maximum value for shareholders. Your code is just fuel for a machine that will eventually automate your career into obsolescence.
You are paying for the privilege of training your own replacement.
Open-sourcing a code model is handing out scalpels without teaching surgery.
Mellum2's local deployment pitch sounds like safety progress, but moving inference on-premise just relocates the blast radius — it does not shrink it. JetBrains is racing to undercut Claude Code on access, not on alignment guarantees. There is no mention of evaluation benchmarks for harmful code generation, supply-chain attack resistance, or model behaviour under adversarial prompts.
Calling a model "safe" because your cloud vendor can't see it is like calling a loaded gun safe because it's locked in your own house.