MLOps.community
Technology

MLOps.community

by Demetrios

Relaxed Conversations around getting AI into production, whatever shape that may come in (agentic, traditional ML, LLMs, Vibes, etc)

100 episodes
EN-US language
All Episodes
1
Durable Execution and Modern Distributed Systems
1:00:36 Mar 17, 2026
2
Performance Optimization and Software/Hardware Co-design across PyTorch, CUDA, and NVIDIA GPUs
1:25:49 Feb 24, 2026
3
Serving LLMs in Production: Performance, Cost & Scale // CAST AI Roundtable
1:05:55 Feb 19, 2026
4
The Future of Information Retrieval: From Dense Vectors to Cognitive Search
1:02:53 Feb 17, 2026
5
Rethinking Notebooks Powered by AI
26:13 Feb 13, 2026
6
Software Engineering in the Age of Coding Agents: Testing, Evals, and Shipping Safely at Scale
57:24 Feb 10, 2026
7
Physical AI: Teaching Machines to Understand the Real World
52:03 Feb 6, 2026
8
Speed and Scale: How Today's AI Datacenters Are Operating Through Hypergrowth
1:07:16 Feb 3, 2026
9
Cracking the Black Box: Real-Time Neuron Monitoring & Causality Traces
47:25 Jan 27, 2026
10
A Playground for AI/ML Engineers
54:41 Jan 23, 2026
11
How Universal Resource Management Transforms AI Infrastructure Economics
48:21 Jan 20, 2026
12
Conversation with the MLflow Maintainers
58:23 Jan 16, 2026
13
Leadership on AI
47:24 Jan 13, 2026
14
Computers that Think and Take Actions for You
45:08 Jan 2, 2026
15
Real time features, AI search, Agentic similarities
29:27 Dec 28, 2025
16
Tool definitions are the new Prompt Engineering
58:08 Dec 23, 2025
17
The Future of AI Agents is Sandboxed
58:03 Dec 19, 2025
18
Context engineering 2.0, Agents + Structured Data, and the Redis Context Engine
45:33 Dec 16, 2025
19
Does AgenticRAG Really Work?
1:01:39 Dec 12, 2025
20
How Sierra AI Does Context Engineering
1:04:03 Dec 10, 2025
21
Overcoming Challenges in AI Agent Deployment: The Sweet Spot for Governance and Security // Spencer Reagan // #349
54:17 Dec 5, 2025
22
Hardening Agents for E-commerce Scale: From RL Alignment to Reliability // Panel 2
29:16 Dec 2, 2025
23
Building Cursor: A Fireside Chat with VP Solutions Ricky Doar
26:44 Nov 27, 2025
24
Relational Foundation Models: Unlocking the Next Frontier of Enterprise AI // Jure Leskovec // #348
49:00 Nov 25, 2025
25
Context Engineering, Context Rot, & Agentic Search with the CEO of Chroma, Jeff Huber
44:55 Nov 21, 2025
26
Reliable Voice Agents
38:21 Nov 18, 2025
27
The Future of AI Operations: Insights from PwC AI Managed Services
41:27 Nov 14, 2025
28
GPU Uptime with VAST Data CTO
1:33:45 Nov 11, 2025
29
The Evolution of AI in Cyber Security // Jeff Schwartzentruber // #344
35:14 Nov 4, 2025
30
Thousands of Fine-Tuned Models
37:47 Nov 3, 2025
31
The Semantic Layer and AI Agents // David Jayatillake // #343
50:37 Oct 24, 2025
32
Building Claude Code: Origin, Story, Product Iterations, & What's Next // Siddharth Bidasaria // #342
50:28 Oct 21, 2025
33
Building an Agentic AI Memory Framework
50:34 Oct 14, 2025
34
LLMs at Scale: Infrastructure That Keeps AI Safe, Smart & Affordable // Marco Palladino// # 341
51:13 Oct 7, 2025
35
Best AI Hackathon Project Ever? [Bite Size Episode]
9:08 Oct 3, 2025
36
On-Device AI Agents in Production: Privacy, Performance, and Scale // Varun Khare & Neeraj Poddar // #340
46:10 Sep 30, 2025
37
Are Evals Dead?
25:24 Sep 26, 2025
38
The DuckLake Lakehouse Format // Hannes Mühleisen // #339
57:24 Sep 19, 2025
39
How LiveKit Became An AI Company By Accident
32:34 Sep 16, 2025
40
Economics of Building Data Centers, GPU Clouds, Sovereign AI
45:59 Sep 12, 2025
41
Trust at Scale: Security and Governance for Open Source Models // Hudson Buzby // #338
59:22 Sep 9, 2025
42
LLM Search, UI/UX challenges, Context Engineering and the 80/20 of Eval
52:36 Sep 5, 2025
43
The Era of AI Agents in Marketing // Joel Horwitz // #337
48:56 Sep 1, 2025
44
Distilling 200+ Hours of NeurIPS: What’s Next for AI // Nikolaos Vasiloglou // #336
57:35 Aug 27, 2025
45
Building Coding Agents: Design Decisions, Prompting Tricks, GUI Anti-patterns
49:48 Aug 22, 2025
46
A Candid Conversation with the CEO of Stack Overflow
32:50 Aug 21, 2025
47
Knowledge is Eventually Consistent // Devin Stein // #335
55:14 Aug 17, 2025
48
LinkedIn Recommender System Predictive ML vs LLMs
47:39 Aug 12, 2025
49
GPU Considerations, Labeling Privacy, Rapid Fine Tuning, and the Role of Private Eval Pipelines to Benchmark New Models
55:46 Aug 9, 2025
50
The Hidden Bottlenecks Slowing Down AI Agents
47:59 Aug 5, 2025
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