Make AI API Operations Idempotent
Logical request IDs, idempotency keys, request digests, and durable results.
Latest articles
Trace an AI API Request Across Every Attempt
Request and attempt records, timing, terminal states, usage, and privacy gates.
Apply Backpressure to AI API Workloads
Bounded in-flight work, deadline-aware queues, load shedding, fairness, and failure tests.
Kimi K3.1 Pro: Parameters, Capabilities, Prices, and Model Comparisons
1M context, disclosed architecture, reasoning and tool controls, USD/CNY prices, and reproducible token budgets.
Load Test an LLM API Without Misleading Results
Reproducible evidence, failure checks, bounded rollout, and clear production limits for load testing an LLM API.
GPT-6.1 Terra: Capabilities, Parameters, Pricing, and Model Comparison
Parameters, pricing, and when to pick Terra over Astra, Sol, Luna, Claude Sonnet 5.5, or Gemini 3.8 Flash.
