7 min read
Context Engineering: The Discipline After Prompt Engineering
Context engineering is the discipline of managing what the model sees: project state, decisions, and compressed history. Here is the 2026 playbook.
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.
6 min read
AI Context Loss: The Hidden Productivity Tax and How to Fix It
AI context loss costs developers 15-20% of productive time. Learn where context leaks, how much it costs, and the fix that ends re-explaining.
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
Context Window Budgeting: Allocate 128K Tokens Like an Engineer
Context window budgeting: allocate your token budget deliberately — task, context, constraints, output — and stop paying for noise.