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 Grok 4.6 or Kimi K3 by workload, context, deployment control, cost, and fallback requirements.
A developer guide to making a first Claude Opus 5 Messages API call, managing thinking and effort, migrating from Opus 4.8, handling production failures, and routing Claude models by workload.
What Sonnet 4.6 users should review before moving production workloads to Claude Sonnet 5.
