Productive procrastination , Anthropics cache downgrade , co

**TL;DR** - Productive procrastination: why doing unimportant things feels good; Anthropic cache downgrade; how AI context windows affect what you can build.

The 10-Second Pitch

• Productive procrastination is doing useful-looking tasks to avoid the one task that actually matters - AI makes it easier to look busy
• Anthropic cache pricing change affects long-context applications more than short-context ones
• Context window size is not just a number - it fundamentally changes what architectures are possible

Setup in 3 Steps

1. If using Claude for long documents, evaluate cache hit rate and whether it worth the cost

2. Audit your own productive procrastination patterns - AI makes it easier to appear productive while avoiding real work

3. When designing AI products, treat context window as architectural constraint, not just a feature

**Example Prompt:**

Calculate cost difference between processing a 500-page document in a single call vs chunked processing with RAG.

Verdict

Most expensive AI mistake most companies make: sending too much context because you can. More context = more cost = more hallucination risk.