Local AI vs. Cloud APIs - When Each One Makes Sense
I run both local models and cloud APIs for different tasks. When to use which, and why most teams overthink this.
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I Forgot About My AI Inference Bill for a Month
What AI inference actually costs when you stop looking at the sticker price - and what I did about it.
Read moreHow a Spreadsheet Turned Into an AI Inference Router
I kept a spreadsheet of GPU prices. It was wrong within a week. So I built a router that checks in real time.
Read moreI Replaced Five API Wrappers With MCP in a Weekend
MCP standardises how AI models talk to tools. I rewrote five custom integrations into MCP servers and regretted not doing it sooner.
Read moreA SQL Injection Got Through Two Code Reviews
A junior developer pushed a classic SQL injection. Two senior reviewers approved it. So we added a scanner that catches what humans miss.
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