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A KPMG study reveals that only 26% of companies have full control over their AI spending, with many flying blind; examples include Uber exhausting its Claude Code budget and Teradata diverting salary budgets to AI.
The article covers how companies are struggling with skyrocketing AI costs due to increased token consumption, leading to budget overruns and a new standards body, the Tokenomics Foundation, to bring cost discipline to AI tokens.
A practical guide arguing that mastering sub-agents requires building four specific workflows in a weekend, covering decomposition, context packaging, verification, and cost control, rather than spending 200 hours on tutorials.
A developer recounts a nightmare scenario where an autonomous agent got stuck in a loop, making thousands of API calls and draining their account balance. The post highlights the danger of relying on human-rate limits against machine-speed glitches and asks the community for advice on protecting wallets from runaway agents.
Vidai Community is a free, self-hostable Rust binary that provides cost attribution, guardrails, and multi-provider routing for LLM calls with a one-line integration and minimal overhead.