Agent ToolingvLLM vs SGLang: Throughput, Latency, When to Use Each
vLLM and SGLang are both fast, but SGLang's benchmarked lead over vLLM shrinks from double digits at 8B toward zero once prompts stop sharing a prefix.
Agent ToolingTop Stories
Agent ToolingLiteLLM vs Portkey: Which AI Gateway to Self-Host
LiteLLM is a self-hosted open source proxy you fully own; Portkey pairs an open-core gateway with a managed control plane for built-in observability and guardrails.
Agent ToolingCodex CLI vs Claude Code: Limits, Cost, Which Is Better
Codex CLI and Claude Code compared on pricing, usage limits, blind-test quality, MCP support, and sandbox model, with the May 2026 rate-limit changes included.
Agent ToolingOpenCode vs Claude Code: Which Coding Agent CLI in 2026
OpenCode's MIT license and 75+ providers versus Claude Code's polished, subscription-billed CLI: the pricing, config, and benchmark numbers that decide which fits your 2026 stack.
Agent Tooling
Agent ToolingLiteLLM vs OpenRouter: Self-Hosted Proxy or Managed Gateway
LiteLLM ships weekly self-hosted updates while OpenRouter's managed gateway passes through provider pricing for a credit fee: here is the real cost tradeoff.
Security & Supply Chain
Frameworks & OrchestrationPydantic AI vs OpenAI Agents SDK: Typed or OpenAI-Native in 2026
Pydantic AI hit v2.0.0 on June 23, 2026 while OpenAI Agents SDK went sandbox-native; here is which framework to pick.
Observability & Tracing
Agent ToolingFastMCP Middleware: The Auth, Logging, Rate Limit Pipeline
FastMCP's own docs cover middleware class by class. Here is the assembled production stack: error handling, rate limiting, auth, and logging, in the order that actually works.
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