📰 Dev.to · Shouvik Palit

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Stop explaining yourself to Claude

Dev.to · Shouvik Palit 2d ago

Stop explaining yourself to Claude

You're wasting tokens. Not a little -a lot. Here's a prompt I see constantly: "I have a React app...

Escalate the Model, Not the Conversation

Dev.to · Shouvik Palit 3d ago

Escalate the Model, Not the Conversation

Trooper started as a fallback proxy for agents. Claude hits a quota, falls back to Ollama, session...

How I Cut Agent Token Usage by 89% Without Touching the Agent

Dev.to · Shouvik Palit 1w ago

How I Cut Agent Token Usage by 89% Without Touching the Agent

Every time your agent calls an LLM, it sends the full conversation history. Turn 20 includes turns...

I Added a Live Dashboard to My LLM Proxy. Zero Instrumentation. Just a URL Change.

Dev.to · Shouvik Palit 2w ago

I Added a Live Dashboard to My LLM Proxy. Zero Instrumentation. Just a URL Change.

I built Trooper as a fallback proxy. Claude hits quota → falls back to Ollama. Useful but passive. It...

I Added a /recovery Endpoint to My LLM Proxy So Agents Never Lose Progress Mid-Task

Dev.to · Shouvik Palit 🧠 Large Language Models ⚡ AI Lesson 2w ago

I Added a /recovery Endpoint to My LLM Proxy So Agents Never Lose Progress Mid-Task

Most LLM proxies handle failures the same way — retry the request, fall back to another provider, or...