Token Management

6 stories tagged Token Management.

Person pointing at Claude interface displaying 93 million tokens saved, demonstrating increased usage capacity

Prompt Caching: The Reason Claude Code Doesn't Eat Your Limits

Prompt caching saves Claude Code users millions of tokens automatically—but a few small habits (and one surprising setting) can silently undo all of it.

$Man smiling at camera next to whiteboard listing "Top 1% User" techniques including /optimizer, context rot, compaction,…$

The Hidden Math Behind Claude's Session Limits

Zara Chen2 months ago

AI. Zara Chen2 months ago

The Hidden Math Behind Claude's Session Limits

AI automation expert Nate Herk breaks down why Claude users hit session limits—and the counterintuitive strategies that actually work to avoid them.

$Man smiling at camera next to whiteboard listing "Top 1% User" techniques including /optimizer, context rot, compaction,…$

White text reading "Insane New Agent Update" with an orange starburst icon on black background

Claude's Advisor Strategy Inverts AI Agent Economics

Dev Kapoor2 months ago

AI. Dev Kapoor2 months ago

Claude's Advisor Strategy Inverts AI Agent Economics

Anthropic's new advisor pattern lets cheaper models consult smarter ones mid-task—reducing costs 12% while improving performance. The economics flip.

A smiling man in a blue sweater stands next to a whiteboard listing "Goodbye Limits" with 8 numbered items including…

Why Your Claude Code Sessions Cost More Than They Should

Bob Reynolds2 months ago

AI. Bob Reynolds2 months ago

Why Your Claude Code Sessions Cost More Than They Should

Most Claude users don't need higher tier plans—they need to understand how tokens actually work. Here's what's burning through your budget.

An iceberg graphic with "WHAT YOU USE" at the tip and "WASTED" in large red text below, illustrating hidden problems with…

Claude's 1M Context Window: The Upgrade That Could Cost You

Yuki Okonkwo3 months ago

AI. Yuki Okonkwo3 months ago

Claude's 1M Context Window: The Upgrade That Could Cost You

Anthropic's free 1M context window for Claude sounds amazing—until you understand how token management actually works under the hood.

Bearded man wearing glasses and beanie holds up an invoice showing $1,000/day charge against dark background

When Software Developers Stop Writing Code for $1K Daily

Samira Barnes3 months ago

AI. Samira Barnes3 months ago

When Software Developers Stop Writing Code for $1K Daily

StrongDM's three-person team spends $1,000/day on AI tokens with no handwritten code. What happens when the unit of work shifts from instructions to tokens?