A Comparison of AI Agent Harnesses in 2026
A comparison of AI agent harnesses in 2026: Claude Code, Codex, OpenCode, Qwen Code, DeepSeek Harness, Goose and Zed Agent, plus when you need a framework.
Dr. Phil Winder
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16 minArticles in this topic
Dr. Phil Winder
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16 min
AI Agent Evaluation: How to Test an Agent Before You Ship It
AI agent evaluation without a vendor selling the answer: which metrics to measure at each layer, how to build an eval suite that runs in CI, and when a platform is worth buying.
Dr. Phil Winder
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18 min
Why AI Agents Fail in Production, and the Observability That Catches It
The five ways AI agents fail in production, and the AI agent observability and monitoring that catches them: tracing, retries, cost ceilings and approval gates.
Dr. Phil Winder
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21 min
Top AI Agent Development Companies in 2026: Who Has Actually Shipped One
AI agent development companies compared for 2026: who publishes a named client, a deployed agent and a measured result, and who does not.
Dr. Phil Winder
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14 min
How to Build an AI Agent in 2026: Frameworks and Working Code
How to build an AI agent in 2026: Pydantic AI vs LangGraph vs build-your-own compared, two worked examples with real code, and the evaluation and memory patterns that survive production.
Dr. Phil Winder
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10 min
How Winder.AI Helped Duetto Evaluate Reinforcement Learning for Hotel Pricing
Winder.AI partnered with Duetto to evaluate reinforcement learning for hotel pricing, de-risking a complex initiative through rigorous experimentation.
Dr. Phil Winder
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6 min
Transforming Legal Research with AI Legal Text Analysis
A legal AI assistant that was nearly 80% accurate at identifying the appropriate legal text in testing, streamlining workflows for Temple University's CPHLR.
Dr. Phil Winder
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4 min
A Comparison of Open Source LLM Frameworks for Pipelining
Optimize your LLM projects with the best open source LLM frameworks, Python libraries, and orchestration tools.
Natalia Kuzminykh
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27 min
Reinforcement Learning In Finance
Reinforcement learning consulting for finance companies. Learn how Winder.AI collaborated with a finance company to optimize their customer journeys.
Dr. Phil Winder
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6 min
Optimising Industrial Processes with Reinforcement Learning
In this case study, we will discuss the use of reinforcement learning to optimise industrial processes. Find out how to use reinforcement learning to automate procedures that are time-consuming and difficult to understand.
Dr. Phil Winder
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3 minNewsletter
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Case studies and industry analysis from our team. No hype, roughly monthly.