6 min read
LLM Context Compression: Fitting More Into Less
LLM context compression techniques: summarization, retrieval, and token-efficient prompting to fit long histories into small context windows.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.
7 min read
Context Compression Techniques: 7 Ways to Cut Tokens, Not Quality
Context compression cuts token costs 60-80%. These 7 context compression techniques compress LLM context without losing the signal that drives quality.
6 min read
Long Context vs Compression: When to Pay for 1M Tokens
Long context windows vs context compression: when 1M-token models pay off, when compression wins, and the decision rule that balances both.