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⚡ AI Lessons
Dev.to · plasma
5h ago
The LLM API Failure Policy I Wish I Had Before My First Production Incident
Most LLM API error handling starts out looking like normal HTTP error handling. If it is a 429,...
Dev.to · plasma
🧠 Large Language Models
⚡ AI Lesson
3d ago
The Retry Setup I Use for LLM APIs Without Accidentally Duplicating User Actions
Retries look simple until an LLM call is allowed to do something. For a normal read-only API...
Dev.to · plasma
4d ago
Stop Treating LLM API Errors Like Normal HTTP Errors
Most backend engineers already know how to handle HTTP errors. 400 means the request is bad. 401...
Dev.to · plasma
🧠 Large Language Models
⚡ AI Lesson
5d ago
LLM API debugging checklist
When an LLM feature breaks in production, my first instinct used to be: "the model got worse." That...
Dev.to · plasma
🧠 Large Language Models
⚡ AI Lesson
1w ago
My LLM API Calls Were Failing Silently. Here's the Logging Setup I Wish I Had Earlier
The first few LLM API bugs I hit in production were easy to notice. The request failed. The user saw...
Dev.to · plasma
🛠️ AI Tools & Apps
⚡ AI Lesson
1w ago
OpenAI-Compatible APIs Are Great Until Streaming Breaks: What I Check Before Switching Providers
Swapping an AI provider looks easy on paper. Change the baseURL, keep the OpenAI SDK, point your app...
Dev.to · plasma
🧠 Large Language Models
⚡ AI Lesson
1w ago
GLM 5.2 Is Now Available on TokenBay: Testing It with the OpenAI SDK
GLM 5.2 is now available on TokenBay. If you're already using the OpenAI SDK, this means you can try...
Dev.to · plasma
🧠 Large Language Models
⚡ AI Lesson
1w ago
One API Key for GPT, Claude, Gemini, and Qwen: A Practical Guide to OpenAI-Compatible Model Routing
If you've built anything serious with LLM APIs, you've probably hit this pattern: GPT is great for...
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