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DeepDelve Wiki

This wiki holds the historical and reference material that used to live inside the main repo. We moved it out so the working docs (README, ARCHITECTURE, METHODOLOGY, ROADMAP) can stay focused on what's currently true and currently open. Use the sidebar to jump around, or browse by category below.

History

Dated incident logs and closed out work.

• Changelog: the dated history of the model bake off, live testing incidents, and architecture fixes. Split into a few parts (Recent, Findings From Live Testing, and a two part Investigation Log). This used to be ROADMAP.md's "History" section.
• Completed: finished ROADMAP items, listed flat rather than as a dated log. This used to be ROADMAP.md's "Completed" section.

Model Research

Everything about which model DeepDelve runs on, and why.

• Model Bake off: the full local model bake off history and verdicts, one entry per candidate tried. This used to be MODELS.md.
• Fine-tuning: the GRPO fine-tuning history, from the first feasibility smoke test through each trained round's own live verdict.
• Literature Review: the SOTA literature review behind DeepDelve's architecture decisions, split into six parts by topic (Verified Papers, Leads & Corrections, Architecture Synthesis, Hardware & Serving, and a two part Bake off Findings). This used to be RESEARCH.md.

Reviews & Audits

Standalone reviews of DeepDelve against its own goals and against comparable projects.

• Academic Compliance Review: an audit of DeepDelve against its primary reference paper (DelveAgent, arXiv:2606.18648) and the 2026 literature. This used to be feedback/academic_compliance_and_literature.md.
• Comparative Analysis: DeepDelve compared against nashsu/llm_wiki and CYC2002tommy/Deep Research Agent. This used to be feedback/comparative_analysis.md.
• Landscape Survey: a survey of the open source deep research agent landscape and the architectural patterns we considered for DeepDelve. This used to be feedback/deep_research_landscape.md.
• Codebase Review: a strict architecture and code critique of DeepDelve. This used to be feedback/project_review.md.

Reference

• References: the full bibliography behind DeepDelve's architecture decisions. This used to be README.md's "References" section.

Elsewhere

For setup, current architecture, and what's still open, see the main repo: README, ARCHITECTURE.md, METHODOLOGY.md, and ROADMAP.md.