Topic

Indian Operator

1 news article · 3 tutorials

News

Bing 85 percent versus Google 0.2 percent traffic split for an Indian content site, AutoKaam operator read

Bing Sends One Of My Sites 85% Of Its Traffic. Google Sends 0.2%.

One content site I run pulls roughly 85 percent of its organic traffic from the Bing network and 0.2 percent from Google. Not a freak result, just the audience, and it changes which engine an Indian operator should actually be measuring in 2026.

Aditya SharmaJun 1, 20267 MIN

Tutorials

A Python MCP server skeleton in a terminal next to a Claude Code session

💻AI Codingintermediate

Building a Custom MCP Server in Python: Claude Reaches My Stack

Claude Code is sharp until it hits the edge of your machine and your private tools. I wrote three small MCP servers in Python to close that gap. Here is the real pattern, the real gotcha that bit me, and what it costs.

Jun 1, 2026·8 min read

Ordered LLM provider fallback chain with five tiers and auto-failover

💻AI Codingintermediate

How I Built a 5-Model LLM Fallback Router

I run a production router that fails over across DeepSeek, two OpenRouter free models, Azure Foundry, and Cerebras. By the end you will have the exact ordered chain I use, the failover triggers, and the one model bug that silently ate my output for ten minutes.

Jun 1, 2026·7 min read

A terminal showing a memoized LLM call returning a cached hit in zero seconds

⚡Automationintermediate

Memoize Your LLM Calls to Stop Burning Quota on Answers You Have

Re-running the same deterministic prompt in dev and CI burns quota for an answer you already got. Here is the memoization wrapper I use to replay it from disk at zero tokens, and the one place I never point it.

Jun 1, 2026·7 min read