Tag
An analysis of the challenges in valuing used GPU clusters as collateral for debt financing, highlighting operational dependencies and hardware failure rates that make traditional asset appraisal impossible.
An AI feature for support ticket triage failed not due to model issues but because of stale data from a pipeline change, highlighting the need for integrated monitoring across teams.
The author describes challenges using OpenClaw to automate workflows, noting that as data volume grew, context drift occurred and long-running tasks caused polling issues, leading to a decision to turn the system into a SaaS product with OpenClaw as the entry point.
A commentary highlighting that the operational challenges of scaling AI agents—such as orchestration, retries, entitlements, rate limits, and auditability—closely mirror those faced by SaaS billing systems in 2017.