Stop Claude Code Runs Before They Eat Your Budget
Cap Claude Code print-mode jobs by spend and turns, then inspect usage. The limits are useful, but they do not replace a workspace or team budget.
TOPIC_INDEX
practical
6 published entries in this topic.
PRACTICAL_ENTRIES
RSS← ALL_TOPICSOllama RAG needs errors before it needs better embeddings
Ollama embedding truncation can hide missing text in a healthy-looking RAG index. Reject oversize chunks, validate vectors, and rebuild only what failed.
Your AI agent burns $2 per click. The API version costs $0.05.
Vision agents cost 45x more than API calls for identical automation tasks. Reflex benchmark shows $2.22 vs $0.05 per task—$8.1M annually versus $180K at production scale.
Google Chrome installed a 4GB AI model on your PC without asking
Chrome is silently writing a 4 GB Gemini Nano model to your drive without asking, without consent, and without a real opt-out. If you delete it, Chrome downloads it again. At a billion-device scale, the climate math is staggering.
I Hit Claude Pro Limits Weekly. Then I Added a $0.02/Call Coworker.
A workflow hack that routes file reading and scaffolding to $0.02/call Kimi K2.5, saving 90% on token costs while keeping Opus for reasoning tasks.
Uber blew its entire 2026 AI budget in four months. Here's what that actually means.
Uber burned its entire 2026 AI budget in four months. Individual engineers cost $500-$2,000/month. 70% of committed code now comes from AI. The budget model broke.