
Choosing GPT-5.6 Sol, Terra, and Luna by Workload
Use official GPT-5.6 model data to compare prices, context, reasoning effort, and escalation criteria.
SignalcraftArticles tagged “LLM”

Use official GPT-5.6 model data to compare prices, context, reasoning effort, and escalation criteria.

Separate input, cache, output, and reasoning usage, then recalculate an API bill from the recorded quantities.

Investigate OpenCode Go's flat allowance and Zen's usage balance through models, limits, fallback, and BYOK.

Distinguish quantized weights, tokenizer, and Hugging Face configuration when starting GGUF models with vLLM.

Move from guided_json to structured_outputs or response_format while keeping JSON Schema and semantic validation boundaries explicit.