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Aman Kumar
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Oct 7, 2026
More info about @amankumar_apiclaw
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Streaming LLM Output to the Browser Through Your Own Backend: FastAPI, Server-Sent Events and the Buffering Traps
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 11
Streaming LLM Output to the Browser Through Your Own Backend: FastAPI, Server-Sent Events and the Buffering Traps
#
python
#
llm
#
fastapi
#
webdev
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5 min read
Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 11
Testing Code That Calls an LLM: How I Mock the OpenAI Client in pytest (Without Burning Requests)
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llm
#
openai
#
python
#
testing
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5 min read
Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 11
Caching LLM Responses on Your Side: An Exact-Match Cache in Front of Any OpenAI-Compatible API (Python)
#
performance
#
python
#
llm
#
openai
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5 min read
Model Fallback Chains on One OpenAI-Compatible Base URL: When to Switch Models and How (Python)
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 11
Model Fallback Chains on One OpenAI-Compatible Base URL: When to Switch Models and How (Python)
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ai
#
python
#
llm
#
openai
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5 min read
OpenCode and Kilo Code With Any OpenAI-Compatible Provider: Config Files That Work, and the Context Limit Trap
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 9
OpenCode and Kilo Code With Any OpenAI-Compatible Provider: Config Files That Work, and the Context Limit Trap
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devops
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ai
#
openai
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coding
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4 min read
How to Use Claude in Cursor and Cline With a Custom OpenAI Base URL (2026 Setup Guide)
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 8
How to Use Claude in Cursor and Cline With a Custom OpenAI Base URL (2026 Setup Guide)
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claude
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cursor
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cline
#
tutorial
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5 min read
6 Guardrails That Stopped My Coding Agent From Burning Through API Budget
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 8
6 Guardrails That Stopped My Coding Agent From Burning Through API Budget
#
ai
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llm
#
devops
#
productivity
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2 min read
Claude Max’s 5-Hour Cap Broke My Refactor — Flat-Rate Gateway Setup That Fixed It
Aman Kumar
Aman Kumar
Aman Kumar
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Oct 7
Claude Max’s 5-Hour Cap Broke My Refactor — Flat-Rate Gateway Setup That Fixed It
#
ai
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claude
#
api
#
productivity
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6 min read
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