High Availability (HA) is the cornerstone of an efficient, scalable, performant system. Without it, zero downtime and migrating/scaling state for systems would be impossible. In this case, the "system" is
Tokens turn into dollars, and the tokens are expanded upon in many different ways. Input tokens, output tokens, agent context racking up tokens due to ingesting MCP Server tools, and token output increasing
Cost is everything. In just about every agentic conversation, the three things that come up for enterprises implementing AI workloads are:
1. Cost
2. Observability
3. Security
and as AI continues to throw
Think about two scenarios that are pretty common. 1) You hit a rate limit or run out of tokens, so you have to "downgrade" to a small/less powerful Model. 2)
There's one major topic that every organization is talking about right now when it comes to Agentic workloads:
1. How am I going to track cost?
Tracking cost comes down to
