Vercel AI SDK 7 Migration: WorkflowAgent, Skills, MCP Apps, and Durable Runs
A practical migration guide for Vercel AI SDK 7 workflow agents, skills, MCP Apps, and durable runs.
Insights on AI agents, model routing, and building production-ready AI systems.
A practical migration guide for Vercel AI SDK 7 workflow agents, skills, MCP Apps, and durable runs.
Claude Fable 5.1 launched on September 1. Revisit the EAP names, Claude Web routing rumors, and evidence that could not establish a model's identity.
A careful reading of GLM-5.3-Flash coding and agent benchmarks, including vendor claims, token efficiency, and reproducible tests.
A hands-on guide to deploying GLM-5.3-Flash weights with Hugging Face, vLLM, SGLang, quantization, and production safeguards.
A cost guide to GLM-5.3-Flash token pricing, caching, routing, retries, and the real cost of successful agent workflows.
A practical GLM-5.3-Flash vs DeepSeek comparison covering agent quality, token pricing, latency, and successful-workflow cost.
A cautious guide to Claude text watermark claims, provenance records, and EU AI Act verification.
Production tracing schema for Cloudflare Agents, tool events, budgets, retries, and privacy.
Deployment checklist for Magpie TTS and open-weight voice agents, including latency, licensing, and serving.