Sandboxed Agents means we're going a level deeper in terms of where AI runs. Originally, it could be an Agent Harness like opencode or Codex running on your local terminal. Now,
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
Cost in AI will vary per user and department. If an engineer is refactoring a codebase or observing an environment to fix anomalies, the token spend may differ from that of someone in
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