Stories from the gateway
Models
Best Model for Large Repositories: Context Is Not Enough
A million-token window does not make a model good at a million-line codebase. What actually determines whether a model can work in a large repository.
· 9 min readModels
Best Model for Legacy Code: Comprehension Beats Cleverness
Legacy work is mostly reading, not writing. Why the model that scores highest on code generation is often the wrong one for a twenty-year-old codebase.
· 9 min read
Models
Best Model for Long Context Tasks: Match the Task Shape
· 9 min read
Models
Best Model for Low Latency: Time to First Token Wins
· 8 min read
Models
Best Model for Migrations: Consistency Over Intelligence
· 9 min read
Models
Best Model for Mobile Development: The Feedback Loop Problem
· 9 min readModels
Best Model for Pull Request Review: The False Positive Tax
· 9 min readModels
Best Model for Python: Everything Passes Until Runtime
· 9 min read
Models
Best Model for Rust: The Borrow Checker Is Your Evaluator
· 9 min readModels
Best Model for Self-Hosting: What Fits on What You Have
· 9 min readModels
Best Model for Solo Developers: One Model, Every Job
· 8 min read
Models
Best Model for SQL: Schema Grounding Beats Model Choice
· 9 min readModels
Best Model for Startups: Optimise for Switching, Not Picking
· 9 min readModels
Best Model for Structured Output: Constrain, Do Not Hope
· 8 min readReady to start?
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