Agent ToolingLiteLLM Alternatives: Open Source Gateways Compared
LiteLLM Proxy works, but the Postgres, Redis, and enterprise-gated SSO add up: here are 5 open source gateways that can replace it, with real license and footprint tradeoffs.
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Agent ToolingLiteLLM vs Kong AI Gateway: Which One to Self-Host in 2026
LiteLLM is a self-hosted MIT proxy with a small Postgres footprint; Kong AI Gateway pairs an Apache-2.0 core with enterprise-gated PII redaction and SSO.
Agent ToolingOllama vs llama.cpp: Speed, Overhead, Which Local LLM Runner
A 2026 benchmark measured llama.cpp about 10% faster than Ollama on the same GPU; here is when the setup-time trade-off is worth paying for one command.
Agent ToolingOllama vs vLLM: Speed, Cost, and Which to Use for Local Models
A Red Hat benchmark measured vLLM at 793 tokens per second against Ollama's 41 on the same GPU; here is when the setup cost of vLLM is worth paying.
Agent Tooling
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.
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Frameworks & OrchestrationPydantic AI vs Microsoft Agent Framework: Which in 2026
Microsoft Agent Framework hit 1.0 GA in April 2026 as the AutoGen and Semantic Kernel successor. Pydantic AI ships weekly and stays model-agnostic; here is how they compare.
Observability & Tracing
Frameworks & OrchestrationPydantic AI vs CrewAI: Type-Safe Agents or Role-Based Crews
Pydantic AI validates every agent output as a typed model; CrewAI orchestrates role-based crews with pluggable memory. Here is which to pick and why.
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