Tutorials, research, and engineering updates from the TokonLab team.
DeepSeek R1, Qwen3, and GLM-5 are no longer just alternatives — they're setting new benchmarks. Here's what developers need to know about the shift happening right now.
Read more →You don't need to rewrite a single line of code. This step-by-step guide shows how to switch your base URL, keep your existing SDK, and cut your AI costs by up to 90%.
Read more →We ran 500 real developer prompts across coding, reasoning, and summarization tasks. The results surprised us — and they'll likely surprise you too.
Read more →With the right model routing strategy, you can serve thousands of users without breaking the bank. We break down the exact setup we use internally.
Read more →Routing, fallback, streaming normalization, and billing — all in one layer. A deep dive into the architecture behind TokonLab's API gateway.
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