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GWEN

One of the engineers at TokenBay. One API Key. Every Model.

Joined on Jun 17, 2026 https://www.tokenbay.com/

GWEN

Jul 13

RAG is Great, But Why Does My LLM Still "Forget" Key Context?

#ai #python #llm #rag

3 min read

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GWEN

Jul 10

Tool calling Returns HTTP 200, But I “Assumed” the Tool Ran — Have You Seen This?

#ai #python #llm #api

3 min read

GWEN

Jul 9

Beyond "Invalid JSON": Engineering Robust Structured Outputs from LLMs

#ai #python #llm #api

3 min read

GWEN

Jul 8

Why Your LLM App is Getting Slower (and More Expensive): The TTFT & Context Crisis

#ai #python #llm #api

3 min read

GWEN

Jul 7

Tool Calling That “Works” But Never Executes (Silent Failure After HTTP 200)

#ai #python #llm #api

4 min read

GWEN

Jul 6

Streaming Interrupted: How to Debug “Successful” LLM Streams (Before Support Tickets Start)

#ai #llm #python #api

5 min read

GWEN

Jul 3

Cache Misses — Why Your AI Costs Won’t Drop (Even When Traffic Stays Flat)

#ai #llm #api #python

2 min read

GWEN

Jul 2

Why AI API Gets Pricier？

#ai #api #llm #systemdesign

3 min read

GWEN

Jul 1

Stop Overpaying for AI APIs

#ai #api #llm #python

3 min read

GWEN

Jun 30

Will OpenAI-compatible APIs Become the Standard for AI App Development?

#ai #api #python #llm

3 min read

GWEN

Jun 29

How to switch AI models without rewriting your app

#ai #llm #api #python

3 min read

GWEN

Jun 26

I got tired of managing separate APIs for GPT, Claude, Gemini, DeepSeek, and Qwen

#ai #python #llm #api

2 min read

GWEN

Jun 25

When a New Model Drops, Here's the Only Validation Flow I Actually Use

#ai #python #llm #api

3 min read

GWEN

Jun 24

A Minimal Way to Test GLM-5.2 with an OpenAI-Compatible API

#ai #llm #api #python

3 min read

GWEN

Jun 23

A Simple Pattern for Switching LLM Models in n8n Workflows

#ai #automation #llm #tutorial

3 min read

GWEN

Jun 18

Turn Multi-Model Into Infrastructure: OpenAI-Compatible Gateway for Routing in 2026

#ai #api #python #llm

3 min read

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