3 articles tagged with Agents.
Most agents that "need memory" actually need a smaller context window and a database. Here's how we cut a support agent's token bill by 60 percent by deleting memory.
AI agents for incident triage sound great in demos. We've tried it in production. The patterns that earn their keep, the ones that backfire, and where humans still beat agents.
When LLMs can call tools that change real state, the design decisions that matter most are about what's gated, what's automatic, and what triggers a human checkpoint.
