skip to content- 2026-08-11
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Stop Paying Twice: A Practical LLM Cost-Saving Playbook
Provider-spanning guidance for reducing API, subscription, and coding-agent costs without increasing retries or human cleanup.
- 2026-08-01
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DeepSeek V4 Flash 0731: The API Value Frontier
DeepSeek V4 Flash 0731 pairs a 1M context window and MIT weights with a $0.14/$0.28 direct API, but high token use and hallucinations still require evaluation.
- 2026-08-01
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GPT-5.6 Luna Is OpenAI’s Value Default
Why GPT-5.6 Luna is the OpenAI value default for bounded Codex work and high-volume API tasks, with subscription and API economics kept separate.
- 2026-05-03
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Smart Spend: August 2026 Frontier and Value Stack
August 2026 AI value stack: route defined work to GPT-5.6 Luna, escalate ambiguity to Sol, and evaluate DeepSeek V4 Flash 0731 before higher-cost APIs.