token-management
Latest stories covering token-management, with summaries and links to related coverage.
3 stories · 3 reports · page 1 of 1
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I Cancelled Claude: Token Issues, Declining Quality, and Poor Support
opinion
6 min read
Initial experiences with Claude Code were positive, featuring fast performance, a fair token allowance, and good quality. However, issues with poor support and declining quality have led to dissatisfaction over the past three weeks.
Apideck CLI – An AI-agent interface with much lower context consumption than MCP
tool
14 min read
MCP servers can consume a significant portion of the context window, with tool definitions using up to 55,000 tokens before processing user messages. Each MCP tool requires between 550 and 1,400 tokens for its name, description, and schema, impacting the available token limit for AI tasks.
Fast KV Compaction via Attention Matching
research
2 min read
Fast KV Compaction via Attention Matching addresses the limitations of key-value cache size in scaling language models for long contexts. It proposes a method that improves context management without the lossy effects of traditional summarization techniques.