Helping organizations govern cloud and AI spend before it becomes ungovernable.

On July 30, AWS cut on-demand inference prices for GPT-5.6 Luna on Bedrock by 80%. GPT-5.6 Terra dropped 20%. The reductions applied automatically — no engineering action required, no notification sent to your FinOps team. The model your team chose six months ago at the old price point may now be the wrong economic choice, and nobody's job description includes checking that unless you've made it someone's job.

Buried inside the AgentCore announcements at AWS Summit New York is a detail that most of the coverage walked straight past. AWS agents can now autonomously pay for APIs, paywalled content, and other agents using stablecoin settlement in 200 milliseconds, with no human approving the transaction. AWS called it a cost category most enterprise teams haven't budgeted for. They're right. Here's why this is the next FinOps governance problem, and why the usual playbook doesn't cover it.

On June 9, AWS shipped the autonomous cost agent I wrote about after Day 1 of FinOps X. It investigates cost anomalies, answers questions in Slack and Jira, and opens tickets on your behalf. The demo is impressive. The preview, according to the practitioners who have actually deployed it, has real rough edges. Here's the honest gap between the announcement and the reality.