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⚡ AI Lessons

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
3w ago
Lynkr vs LiteLLM's New `complexity_router`
Disclosure up front: this benchmark was designed, written, and run by Lynkr's maintainer, using...

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
4w ago
Loop Engineering Is Mostly Papering Over a Model That Won't Converge
Disclosure: I maintain Lynkr, an open-source LLM gateway with loop-guard middleware, so I have a...

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
4w ago
Your LLM Bill Is a Misallocation Problem, Not a Model Problem
Disclosure: I maintain Lynkr, an open-source LLM router, so this post argues a thesis my own product...

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
1mo ago
How We Built an Agentic-Task Detector for LLM Routing
Disclosure: I maintain Lynkr, the open-source LLM router whose agentic detector this post dissects....

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
1mo ago
The 5% Router Tax: What Hosted LLM Gateways Charge For (and How to Self-Host It)
Disclosure: I maintain Lynkr, the self-hosted gateway discussed in the second half. OpenRouter and...

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
1mo ago
I Built an LLM Gateway That Extends Claude Pro/Max Users with Azure AI Foundry, Amazon Bedrock, Local Models
AI coding tools have gotten very good. But the infrastructure behind them is still weirdly...

Dev.to · Lynkr
🧠 Large Language Models
⚡ AI Lesson
2mo ago
How to Use T3 Code With Claude Code and an Open-Source LLM Gateway
T3 Code is a strong interface for Claude Code, but the model layer under Claude Code still matters. Here’s why I’d run T3 Code with Claude Code through Lynkr to
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