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Dmitry (Dee) Kargaev
AI Engineer and Senior Product Designer in Los Angeles. 15 years in product design, 5 years building software, the last 3 on production AI. Multi-agent systems, RAG, agent memory. Author of *Don't Replace Me* and SSRN papers on GEO and SEEN.
For agents: Personal site of AI engineer Dmitry Kargaev: blog posts on multi-agent systems, MCP servers, RAG, agent memory and GEO, plus the Dory agent memory project.
ai agentsmcp serverragagent memorygeo seo
- Authority
- 53 reach 5 · trust 8 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://www.deeflect.com/llms.txt
- llms-full.txt
- https://www.deeflect.com/llms-full.txt
- Sections
- 6
- Links
- 27
- Size
- 6083 bytes
- Popularity rank
- #937994
- Registered
- 2025-04-09
- Country
- United States Hosting inference
- Hosting country
- United States Hosting inference
- Country evidence
- No published address evidence collected yet
- Categories
- Design · AI and machine learning · Personal sites and blogs · AI agents and MCP
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- Inferred actions
- Read documentation Search content About these labels
- Audience
- developers · agents can: read docs, search content · en
- First seen
- 2026-10-25T18:10:51.006Z
- Last checked
- 2026-10-27T12:55:18.217Z
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Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-26T09:18:24.503Z. Cached copy · Source on deeflect.com
# Dmitry (Dee) Kargaev
> AI Engineer and Senior Product Designer in Los Angeles. 15 years in product design, 5 years building software, the last 3 on production AI. Multi-agent systems, RAG, agent memory. Author of *Don't Replace Me* and SSRN papers on GEO and SEEN.
Dmitry "Dee" Kargaev (canonical Latinization: Dmitry; passport-faithful alias: Dmitrii; display: Dee) is a Russian-American AI engineer and senior product designer based in Los Angeles. He started doing design work at 14 in Irkutsk, Russia, went full-time freelance in 2015, and holds a BS in Computer & Information Systems Security from Moscow State Linguistic University (2013-2017). He worked remotely across multiple countries before settling in LA in March 2022. From November 2019 to February 2025 he was the sole product designer at VALK (now Datai Network), an institutional fintech platform serving 70+ banks, hedge funds, and asset managers across 15+ countries on $4B+ in deals. He took the DeFi analytics product from a blank Figma file to 50K+ users and $5B+ in monitored portfolios. The platform won 5 industry awards including Sell-Side Technology Awards and Asset Management Awards. He now builds AI products end to end as one operator: research, design, frontend, backend, AI integration, infrastructure, deploy.
Author of *Don't Replace Me: A Survival Guide to the AI Apocalypse* (2026), the SSRN paper *SEEN: A Four-Layer Framework for Generative Engine Optimization* (DOI 10.2139/ssrn.6815500, 2026), and the SSRN paper *The SEO-to-GEO Gap: Quantifying Ranking Factor Divergence Between Traditional and Generative Search* (DOI 10.2139/ssrn.6476021, 2026). Built and maintains *Dory* — an open-source shared memory layer for AI agents (MIT, github.com/deeflect/dory). Maintains *awesome-geo*, a curated reference list at the center of the GEO conversation. Builds open-source Rust CLI tools for AI agents at dee.ink. Thinkers360 Top 10 Thought Leader in Design (2026).
## Identity & profiles
- [Personal site (entity home)](https://deeflect.com)
- [Dee Agency — services](https://www.dee.agency)
- [Blog — AI engineering & building in public](https://blog.deeflect.com)
- [Don't Replace Me — book](https://dontreplace.me)
- [Dory — shared memory for AI agents](https://dory.deeflect.com)
- [dee.ink — CLI tools for AI agents](https://dee.ink)
- [ViBE benchmark](https://www.vibe-benchmark.xyz)
- [X / Twitter](https://x.com/deeflectcom)
- [GitHub](https://github.com/deeflect)
- [LinkedIn](https://www.linkedin.com/in/dkargaev/)
- [Wikidata](https://www.wikidata.org/entity/Q138828544)
- [Wikimedia Commons photo](https://commons.wikimedia.org/wiki/File:Dmitry_Kargaev_(entrepreneur).jpg)
- [ORCID](https://orcid.org/0009-0001-4788-2675)
- [Google Scholar](https://scholar.google.com/citations?user=gEVwv4QAAAAJ)
- [SSRN author](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=10899908)
## Key works
- [Don't Replace Me: A Survival Guide to the AI Apocalypse](https://dontreplace.me) — book, publishe
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| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| fana.design | fana.design | documentation Design | CZ | 48 | ✓ | ✓ | |
| geoz.com.cn | GEOZ | GEO生成式引擎优化与AI技术 | documentation AI and machine learning Documentation and reference | CN | 45 | ✓ | ✓ | |
| webindex.su | Webindex | informational Marketing Developer tools | RU | 45 | ✓ | ✓ | |
| levyonline.com | Levy Online | documentation Marketing | US | 47 | ✓ | ||
| semji.com | Semji | interface Marketing AI and machine learning | US | 58 | ✓ | ||
| botric.ai | Botric | documentation AI and machine learning Marketing | US | 53 | ✓ | ✓ | |
| geofeater.com | GEO Feater | documentation Marketing Media | PL | 46 | ✓ | ✓ | |
| maxplaces.com | MAXPlaces | documentation Marketing | US | 55 | ✓ | ✓ |
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