[::] Agentic Stacks

DSPy vs OpenAI Agents SDK

Pick two tools from the same category to compare side-by-side.

DSPy
Open-source Python framework for programming, rather than prompting, language models.
OpenAI Agents SDK
OpenAI's official SDK with handoffs, tools, guardrails, tracing.
Category frameworkframework
Vendor type open sourcecommercial
Pricing freefree
Strengths
  • + Declarative, modular programs replace brittle prompt strings
  • + Automatic prompt optimization against a defined metric
  • + Portable across models and providers (uses LiteLLM under the hood)
  • + Research-backed, with an active academic and OSS community
  • + Deep integration with OpenAI features
  • + Built-in handoff and guardrail primitives
Tradeoffs
  • − Optimizer-driven workflow has a distinct learning curve
  • − Compilation and optimization can add cost and iteration time
  • − Less of a turnkey agent runtime than orchestration-focused frameworks
  • − OpenAI-first; cross-provider use is awkward
Used in stacks 0 3

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