Agent Evaluation Benchmarks 2026: SWE-Bench, GAIA, and Custom Eval Frameworks
Overview of agent evaluation benchmarks including SWE-Bench Verified, GAIA, custom evaluation frameworks, and how to build your own eval pipeline for production agents.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
Overview of agent evaluation benchmarks including SWE-Bench Verified, GAIA, custom evaluation frameworks, and how to build your own eval pipeline for production agents.
Deep technical exploration of reasoning patterns for AI agents: Chain-of-Thought prompting, ReAct loops combining reasoning with action, and Tree-of-Thought branching search strategies.
How healthcare AI agents handle real workflows: appointment booking with provider matching, insurance eligibility checks, symptom triage, HIPAA compliance, and EHR integration patterns.
Step-by-step tutorial on building production voice agents using OpenAI's Realtime API with WebRTC, server VAD, PCM16 audio streaming, and Twilio telephony integration.
Build a research agent that searches the web, extracts and synthesizes data, and generates formatted reports using OpenAI Agents SDK and web search tools.
Learn how to build CI/CD pipelines for AI agents with prompt regression tests, tool integration tests, canary deployments, and automated rollback on quality degradation.
Deep dive into Claude Sonnet 4.6 for coding and agentic tasks — $3/$15 pricing, 64K output tokens, benchmark results, and when to choose Sonnet over Opus for production agents.
Comparison of computer use capabilities across Claude, GPT-5.4, and Gemini including accuracy benchmarks, speed tests, supported applications, and real-world limitations.
Analysis of Gartner's prediction that conversational AI will save $80 billion in contact center labor costs by 2026, with ROI calculations and implementation roadmap.
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