Get 5x More Out of Your Claude Subscription
AI Juicing
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Get 5x More Out of Your Claude Subscription
12 просмотров · 7 дн. назад
AI Juicing
51 подписчик
12 просмотров · 7 дн. назад
Two people, same Claude plan. One hits the limit by lunch, the other never sees a warning. The difference isn't the plan, it's three habits around caching and context.
In this video:
Habit 1: Keep the cache warm. Cached input is far cheaper than fresh input, but it expires after about an hour and a few things reset it.
Habit 2: Keep sessions short. Every message re-reads the whole conversation, so long chats cost more per message and tend to give worse answers.
Habit 3: Hand off around 100K tokens. Summarize, start a fresh session and keep going.
Chapters
0:00 Same plan, different limits
0:14 Why every message re-reads the whole conversation
1:09 Habit 1: Keep the cache warm
2:12 How long the cache lasts
3:01 What breaks the cache
3:41 Habit 2: Keep sessions short
4:09 Why long context gives worse answers
5:02 Older-model benchmarks: advertised vs reliable context
6:10 Habit 3: The 100K handoff
6:57 The cheat sheet
7:16 Bonus: sub-agents with smaller models
Sources
Pricing: https://platform.claude.com/docs/en/a...
Prompt caching: https://platform.claude.com/docs/en/b...
Claude Code caching: https://code.claude.com/docs/en/promp...
Claude Code costs: https://code.claude.com/docs/en/costs
Auto-compact threshold: https://code.claude.com/docs/en/model...
Usage limits: https://support.claude.com/en/article...
NoLiMa: https://arxiv.org/abs/2502.05167
RULER: https://arxiv.org/abs/2404.06654
Context Rot (Chroma): https://trychroma.com/research/contex...
Context engineering (Anthropic): https://anthropic.com/engineering/eff...
Note: dollar figures are Sonnet 5.5 API prices; how your subscription limit weights cached and fresh tokens is unpublished, and the long-context benchmarks were run on older models.
Keep on juicing that AI.