AI Engineer World's Fair 2025
Talks from AI Engineer World's Fair 2025, drafted from the AI Engineer channel's own playlists. Editorial metadata is best-effort parsed and under review.
Event 1
Track 9
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26 —
POC to PROD: Hard Lessons from 200+ Enterprise GenAI Deployments - Randall Hunt, Caylent
39.8K views 841 likes 16 comments
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27 —
When Vectors Break Down: Graph-Based RAG for Dense Enterprise Knowledge - Sam Julien, Writer
39.3K views 828 likes 18 comments
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28 —
The New Lean Startup — Sid Bendre, Oleve
34.1K views 1K likes 27 comments
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29 —
The Small Model Infrastructure Nobody Built (So We Did) — Filip Makraduli, Superlinked
32.6K views 706 likes 29 comments
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30 —
Intro to GraphRAG — Zach Blumenfeld
31.6K views 629 likes 13 comments
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31 —
Thinking Deeper in Gemini — Jack Rae, Google DeepMind
30.3K views 610 likes 32 comments
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32 —
AI Consulting in Practice – NLW, Superintelligent, @AIDailyBrief
29.3K views 709 likes 19 comments
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33 —
The Geopolitics of AI Infrastructure - Dylan Patel, SemiAnalysis
27.9K views 665 likes 27 comments
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34 —
Building voice agents with OpenAI — Dominik Kundel, OpenAI
27.8K views 620 likes 13 comments
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35 —
Designing AI-Intensive Applications - swyx
27.5K views 437 likes 14 comments
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36 —
Evals 101 — Doug Guthrie, Braintrust
27.1K views 402 likes 14 comments
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37 —
Building an Agentic Platform — Ben Kus, CTO Box
27K views 441 likes 9 comments
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38 —
A2A & MCP Workshop: Automating Business Processes with LLMs — Damien Murphy, Bench
25.3K views 464 likes 22 comments
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39 —
Prompt Engineering is Dead — Nir Gazit, Traceloop
25K views 459 likes 32 comments
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40 —
Why the Best AI Agents Are Built Without Frameworks (Primitives over Frameworks) — Ahmad Awais, CHAI
24.8K views 578 likes 73 comments
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41 —
The emerging skillset of wielding coding agents — Beyang Liu, Sourcegraph / Amp
23.8K views 474 likes 12 comments
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42 —
Agents vs Workflows: Why Not Both? — Sam Bhagwat, Mastra.ai
22.8K views 417 likes 34 comments
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43 —
Training Agentic Reasoners — Will Brown, Prime Intellect
22.5K views 520 likes 20 comments
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44 —
What every AI engineer needs to know about GPUs — Charles Frye, Modal
22.3K views 576 likes 15 comments
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45 —
HybridRAG: A Fusion of Graph and Vector Retrieval - Mitesh Patel, NVIDIA
22.1K views 553 likes 25 comments
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46 —
Software Development Agents: What Works and What Doesn't - Robert Brennan, OpenHands
21K views 422 likes 23 comments
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47 —
Recsys Keynote: Improving Recommendation Systems & Search in the Age of LLMs - Eugene Yan, Amazon
20.8K views 602 likes 9 comments
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48 —
Building a Smarter AI Agent with Neural RAG - Will Bryk, Exa.ai
20K views 387 likes 26 comments
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49 —
[Evals Workshop] Mastering AI Evaluation: From Playground to Production
19.6K views 325 likes 6 comments
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50 —
Five hard earned lessons about Evals — Ankur Goyal, Braintrust
19K views 390 likes 3 comments
