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A user shares anecdotal findings that Gemma 4 31B outperforms Qwen 3.6 models and matches Opus 4.7 in understanding and refactoring messy academic code, highlighting a benchmark (SciCode) where Gemma excels.
A developer shares their custom lightweight skillset for agentic workflows, combining elements from superpowers and Matt Pocock's approach, designed for mid-size local models and legacy codebases.
The post argues that AI code generation for Go is more effective when the tool understands the organization's internal codebase and conventions, leading to higher acceptance rates and fewer edits needed.