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It Began as Tuning an Agent. By March It Meant Everything but the Model.

Which sources back which section of this article, and what its evidence base looks like.

Which sources back which section

SectionSources behind it
What It IsDex Horthy on X; Justin Young, Anthropic; Mitchell Hashimoto; Ryan Lopopolo, OpenAI; Vivek Trivedy on X; Vivek Trivedy, LangChain; HumanLayer; Addy Osmani; Databricks; ai-boost, awesome-harness-engineering, GitHub; Wikipedia
TimelineYao et al., ReAct, arXiv; Schick et al., Toolformer, arXiv; Erik S. and Barry Zhang, Anthropic; Vivek Trivedy, vtrivedy.com; Dex Horthy on X; Justin Young, Anthropic; Michael Bolin, OpenAI; Celia Chen, OpenAI; Mitchell Hashimoto; Ryan Lopopolo, OpenAI; Vivek Trivedy on X; Vivek Trivedy, LangChain; HumanLayer; Prithvi Rajasekaran, Anthropic; Birgitta Böckeler, martinfowler.com; Addy Osmani; Zhang et al., arXiv, 7 May; Hailin Zhong and Shengxin Zhu, arXiv; Jiang et al., Harness-1, arXiv; Zhang et al., Self-Harness, arXiv; Databricks; Wang et al., Phantom Guardrails, arXiv; Barbaste et al., arXiv; Wikipedia; Fan et al., arXiv
The ArgumentDex Horthy on X; Justin Young, Anthropic; Mitchell Hashimoto; Ryan Lopopolo, OpenAI; Vivek Trivedy on X; Vivek Trivedy, LangChain; HumanLayer; Birgitta Böckeler, martinfowler.com; Addy Osmani; Hailin Zhong and Shengxin Zhu, arXiv; Databricks; ai-boost, awesome-harness-engineering, GitHub; Wikipedia
What Others AddJustin Young, Anthropic; Mitchell Hashimoto; Ryan Lopopolo, OpenAI; Vivek Trivedy on X; Vivek Trivedy, LangChain; Prithvi Rajasekaran, Anthropic; Birgitta Böckeler, martinfowler.com; Addy Osmani; Zhang et al., arXiv, 7 May; Zhang et al., Self-Harness, arXiv; Databricks; Wang et al., Phantom Guardrails, arXiv; Barbaste et al., arXiv; Fan et al., arXiv
ConclusionDex Horthy on X; Mitchell Hashimoto; Vivek Trivedy on X; Vivek Trivedy, LangChain; HumanLayer; Prithvi Rajasekaran, Anthropic; Birgitta Böckeler, martinfowler.com; Zhang et al., Self-Harness, arXiv; Databricks; Wang et al., Phantom Guardrails, arXiv; Wikipedia; Fan et al., arXiv

What the evidence base looks like

  • 26Sources behind this article
  • 5Sections, every one of them sourced
  • 17Read in full
  • 9Read at the abstract only
What the source isHow manyHow they were read
Origin: the paper or post in which a term, a definition, a technique or a measurement first appeared11Four posts in full; seven papers at the abstract only, and nothing past an abstract is on the page
Vendor: a company writing about its own product, team or benchmark8All eight in full; what they report about themselves is on the page as theirs
Community: practitioners writing on their own account, and a curated list4All four in full
Reference: an encyclopaedia entry, a formal framework and a position paper3The entry in full, at a fixed revision; the two papers at the abstract only

Reliable

Reliable, but with an interestWorth believing and reliableWeak on both, and used with careHonest, but thin

Worth believing

Each point is one source used, placed by two judgements on a six-step scale. Points carry no names: the chart shows the shape of the evidence, not a verdict on any publisher.