Stories from the gateway
Models
Best Model for Tool Calling: Reliability Beats Intelligence
A smarter model that emits malformed calls is worse than a weaker one that never does. What to test before choosing a model for an agent loop.
· 9 min read
Models
Best Model for TypeScript: Let the Compiler Do the Grading
TypeScript gives you a free verifier, which changes which model you should pay for. How to build the tsc loop and where models still fall down.
· 9 min readModels
Best Model for Vision Tasks: What Images Are Actually For
· 8 min read
Models
Blind Model Comparison: A Method That Survives Bias
· 9 min read
Models
Building a Model Eval Harness You Will Actually Maintain
· 10 min read
Models
Choosing a Model for Non-English Codebases
· 9 min readModels
Context Windows Compared: Input, Output and What It Costs
· 9 min readModels
Cost-Adjusted Model Scoring: Ranking by Value, Not Capability
· 9 min read
Models
DeepSeek V4 Flash vs MiniMax M3: Cheapest Against Multimodal
· 8 min readModels
DeepSeek V4 Flash vs Qwen 3.6: Rent Cheap or Own It
· 9 min read
Models
DeepSeek V4 Flash: 1M Context at 13B Active Parameters
· 8 min read
Models
DeepSeek V4 Pro vs Qwen 3.6: 1.6T or 27B, for 3 Points
· 9 min readModels
DeepSeek V4 Pro vs V4 Flash: Same Window, Different Brain
· 8 min readModels
Dense vs Mixture-of-Experts: Which You Can Actually Run
· 9 min readReady to start?
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