Technical insights, tutorials, and updates from the EvoLink team. Learn how to optimize your AI costs and build better applications.
What shipped with Seedream 5.0 Pro Layerize, how it differs from the standard Pro model, what it costs on EvoLink, and which workflows it actually changes.
Z.ai released GLM-5.3 on Aug 14, 2026 — same base as GLM-5.2, all gains from post-training. See confirmed specs, staged API access, and the open-weight timeline.
Z.ai's own table shows GLM-5.3 trailing Claude Fable 5 — and closing fast. Compare benchmarks, API contracts, and access reality before routing agents.
A production routing guide for choosing DeepSeek V4 Flash Vision Exp for image-dependent work or DeepSeek V4 Flash for text-only traffic.
A production decision guide to DeepSeek V4 Pro 0813 and Flash 0731, covering independent results, successful-task cost, coding-agent roles, routing, and rollout.
A dated fact check of the DeepSeek V4 pre-release story, updated for Flash 0731 and Pro 0813.
An official-source comparison of DeepSeek V4 Flash and Pro, GPT-5.4, and Claude Opus 4.6 for pricing, context, output limits, and practical model selection.
