Practical writing on AI agents in enterprise operations.
Single-agent systems hit a ceiling. Here’s how we architect multi-agent systems that break complex operations workflows into coordinated sub-tasks — and what can go wrong.
Read Article →RAG demos are easy. Production RAG is hard. Here are the five failure modes we see repeatedly when enterprise teams try to ship retrieval-augmented generation to production.
When your agent starts handling thousands of decisions per day, token costs add up fast. Here are the optimization strategies that work in production.
A regional third-party logistics provider was spending 6 FTEs per day manually triaging and resolving order exceptions. We automated 80% of the process in 12 weeks.
Tool use is what makes AI agents actually useful in operations. Here are the patterns we’ve developed for reliable, auditable tool use in production environments.
