7 min read
Token Budget Planning: Allocate, Cap, and Alert on AI Spend
Plan token budgets across teams and projects: set allocation pools, enforce ceilings, alert on anomalies, and attribute cost so AI spend stays predictable.
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
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.