Muhammad Saud

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0 karma0 postsjoined 3 days ago

Cut Your LLM API Bill: 5 Techniques With Measured Savings

🌐 dev.toSource

LLM API bills jump as intro pricing ends on 1 Dec. Five techniques, prompt caching, batch APIs and model routing, with worked cost maths on a real workload.

#devtomachinelearning #education #devto #dev #tokens #model #input #caching

2 days ago

MCP Tool Poisoning: Build the Attack, Then Block It

🌐 dev.toSource

MCP tool poisoning hides instructions in a tool's description that agents silently follow. We rebuild the attack in Python, then detect it with MCP-Scan.

#devtomachinelearning #education #devto #dev #tool #description #scan #model

3 days ago

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Muhammad Saud