# AI Engineering Podcast

Page: https://stenobird.com/podcast/ai-engineering-podcast
Text version: https://stenobird.com/podcast/ai-engineering-podcast.md
RSS feed: https://serve.podhome.fm/rss/c9abdd38-a5dc-5eb2-96fd-f833f93208a7
Official site: https://www.aiengineeringpodcast.com
Author: Tobias Macey
Episodes: 79

## Resource

This show is your guidebook to building scalable and maintainable AI systems. You will learn how to architect AI applications, apply AI to your work, and the considerations involved in building or customizing new models. Everything that you need to know to deliver real impact and value with machine learning and artificial intelligence.

## Machine-readable

JSON: https://stenobird.com/v1/public/podcasts/ai-engineering-podcast
Markdown: https://stenobird.com/podcast/ai-engineering-podcast.md

## Episodes
- [Kubernetes, Compliance, and Control: The Operational Backbone of AI Sovereignty](https://stenobird.com/podcast/ai-engineering-podcast/kubernetes-compliance-and-control-the-operational-backbone-of-ai-sovereignty) — 2026-02-25T00:09:48+00:00
- [From Blind Spots to Observability: Operationalizing LLM Apps with OpenLit](https://stenobird.com/podcast/ai-engineering-podcast/from-blind-spots-to-observability-operationalizing-llm-apps-with-openlit) — 2026-02-15T19:23:44+00:00
- [Taming Voice Complexity with Dynamic Ensembles at Modulate](https://stenobird.com/podcast/ai-engineering-podcast/taming-voice-complexity-with-dynamic-ensembles-at-modulate) — 2026-02-08T21:03:07+00:00
- [GPU Clouds, Aggregators, and the New Economics of AI Compute](https://stenobird.com/podcast/ai-engineering-podcast/gpu-clouds-aggregators-and-the-new-economics-of-ai-compute) — 2026-01-27T11:47:38+00:00
- [The Future of Dev Experience: Spotify’s Playbook for Organization‑Scale AI](https://stenobird.com/podcast/ai-engineering-podcast/the-future-of-dev-experience-spotify-s-playbook-for-organization-scale-ai) — 2026-01-20T00:20:03+00:00
- [Generative AI Meets Accessibility: Benchmarks, Breakthroughs, and Blind Spots with Joe Devon](https://stenobird.com/podcast/ai-engineering-podcast/generative-ai-meets-accessibility-benchmarks-breakthroughs-and-blind-spots-with-joe-devon) — 2026-01-05T00:51:32+00:00
- [Beyond the Chatbot: Practical Frameworks for Agentic Capabilities in SaaS](https://stenobird.com/podcast/ai-engineering-podcast/beyond-the-chatbot-practical-frameworks-for-agentic-capabilities-in-saas) — 2025-12-29T00:36:21+00:00
- [MCP as the API for AI‑Native Systems: Security, Orchestration, and Scale](https://stenobird.com/podcast/ai-engineering-podcast/mcp-as-the-api-for-ai-native-systems-security-orchestration-and-scale) — 2025-12-16T02:11:49+00:00
- [Context as Code, DevX as Leverage: Accelerating Software with Multi‑Agent Workflows](https://stenobird.com/podcast/ai-engineering-podcast/context-as-code-devx-as-leverage-accelerating-software-with-multi-agent-workflows) — 2025-11-24T01:02:17+00:00
- [Inside the Black Box: Neuron-Level Control and Safer LLMs](https://stenobird.com/podcast/ai-engineering-podcast/inside-the-black-box-neuron-level-control-and-safer-llms) — 2025-11-16T23:56:37+00:00
- [Building the Internet of Agents: Identity, Observability, and Open Protocols](https://stenobird.com/podcast/ai-engineering-podcast/building-the-internet-of-agents-identity-observability-and-open-protocols) — 2025-11-10T00:08:16+00:00
- [Agents, IDEs, and the Blast Radius: Practical AI for Software Engineers](https://stenobird.com/podcast/ai-engineering-podcast/agents-ides-and-the-blast-radius-practical-ai-for-software-engineers) — 2025-11-02T20:19:55+00:00
- [From MRI to World Models: How AI Is Changing What We See](https://stenobird.com/podcast/ai-engineering-podcast/from-mri-to-world-models-how-ai-is-changing-what-we-see) — 2025-10-27T01:48:04+00:00
- [Specs, Tests, and Self‑Verification: The Playbook for Agentic Engineering Teams](https://stenobird.com/podcast/ai-engineering-podcast/specs-tests-and-self-verification-the-playbook-for-agentic-engineering-teams) — 2025-10-19T21:48:29+00:00
- [From Probabilistic to Trustworthy: Building Orion, an Agentic Analytics Platform](https://stenobird.com/podcast/ai-engineering-podcast/from-probabilistic-to-trustworthy-building-orion-an-agentic-analytics-platform) — 2025-10-11T22:22:32+00:00
- [Building Production-Ready AI Agents with Pydantic AI](https://stenobird.com/podcast/ai-engineering-podcast/building-production-ready-ai-agents-with-pydantic-ai) — 2025-10-07T00:01:54+00:00
- [From GPUs to Workloads: Flex AI’s Blueprint for Fast, Cost‑Efficient AI](https://stenobird.com/podcast/ai-engineering-podcast/from-gpus-to-workloads-flex-ai-s-blueprint-for-fast-cost-efficient-ai) — 2025-09-28T23:16:31+00:00
- [Right-Sizing AI: Small Language Models for Real-World Production](https://stenobird.com/podcast/ai-engineering-podcast/right-sizing-ai-small-language-models-for-real-world-production) — 2025-09-20T19:57:25+00:00
- [AI Agents and Identity Management](https://stenobird.com/podcast/ai-engineering-podcast/ai-agents-and-identity-management) — 2025-09-13T19:27:31+00:00
- [Revolutionizing Production Systems: The Resolve AI Approach](https://stenobird.com/podcast/ai-engineering-podcast/revolutionizing-production-systems-the-resolve-ai-approach) — 2025-09-04T00:37:49+00:00
- [Designing Scalable AI Systems with FastMCP: Challenges and Innovations](https://stenobird.com/podcast/ai-engineering-podcast/designing-scalable-ai-systems-with-fastmcp-challenges-and-innovations) — 2025-08-26T18:31:09+00:00
- [Proactive Monitoring in Heavy Industry: The Role of AI and Human Curiosity](https://stenobird.com/podcast/ai-engineering-podcast/proactive-monitoring-in-heavy-industry-the-role-of-ai-and-human-curiosity) — 2025-08-23T16:08:35+00:00
- [Navigating the AI Landscape: Challenges and Innovations in Retail](https://stenobird.com/podcast/ai-engineering-podcast/navigating-the-ai-landscape-challenges-and-innovations-in-retail) — 2025-08-07T21:26:01+00:00
- [The Anti-CRM CRM: How Spiro Uses AI to Transform Sales](https://stenobird.com/podcast/ai-engineering-podcast/the-anti-crm-crm-how-spiro-uses-ai-to-transform-sales) — 2025-07-21T22:44:28+00:00
- [Unlocking AI Potential with AMD's ROCm Stack](https://stenobird.com/podcast/ai-engineering-podcast/unlocking-ai-potential-with-amd-s-rocm-stack) — 2025-06-23T19:19:44+00:00
- [Applying AI To The Construction Industry At Buildots](https://stenobird.com/podcast/ai-engineering-podcast/applying-ai-to-the-construction-industry-at-buildots) — 2025-06-14T00:56:10+00:00
- [The Future of AI Systems: Open Models and Infrastructure Challenges](https://stenobird.com/podcast/ai-engineering-podcast/the-future-of-ai-systems-open-models-and-infrastructure-challenges) — 2025-06-01T22:44:51+00:00
- [The Rise of Agentic AI: Transforming Business Operations](https://stenobird.com/podcast/ai-engineering-podcast/the-rise-of-agentic-ai-transforming-business-operations) — 2025-05-21T00:52:31+00:00
- [Protecting AI Systems: Understanding Vulnerabilities and Attack Surfaces](https://stenobird.com/podcast/ai-engineering-podcast/protecting-ai-systems-understanding-vulnerabilities-and-attack-surfaces) — 2025-05-03T22:32:44+00:00
- [Understanding The Operational And Organizational Challenges Of Agentic AI](https://stenobird.com/podcast/ai-engineering-podcast/understanding-the-operational-and-organizational-challenges-of-agentic-ai) — 2025-04-21T15:36:05+00:00
- [The Power of Community in AI Development with Oumi](https://stenobird.com/podcast/ai-engineering-podcast/the-power-of-community-in-ai-development-with-oumi) — 2025-03-16T23:37:27+00:00
- [Arch Gateway: Add AI To Your Apps Without Custom Development](https://stenobird.com/podcast/ai-engineering-podcast/arch-gateway-add-ai-to-your-apps-without-custom-development) — 2025-02-26T00:55:40+00:00
- [The Role Of Synthetic Data In Building Better AI Applications](https://stenobird.com/podcast/ai-engineering-podcast/the-role-of-synthetic-data-in-building-better-ai-applications) — 2025-02-16T15:29:40+00:00
- [Optimize Your AI Applications Automatically With The TensorZero LLM Gateway](https://stenobird.com/podcast/ai-engineering-podcast/optimize-your-ai-applications-automatically-with-the-tensorzero-llm-gateway) — 2025-01-22T16:32:38+00:00
- [Harnessing The Engine Of AI](https://stenobird.com/podcast/ai-engineering-podcast/harnessing-the-engine-of-ai) — 2024-12-16T01:59:45+00:00
- [The Complex World of Generative AI Governance](https://stenobird.com/podcast/ai-engineering-podcast/the-complex-world-of-generative-ai-governance) — 2024-12-01T22:20:36+00:00
- [Building Semantic Memory for AI With Cognee](https://stenobird.com/podcast/ai-engineering-podcast/building-semantic-memory-for-ai-with-cognee) — 2024-11-25T02:36:34+00:00
- [The Impact of Generative AI on Software Development](https://stenobird.com/podcast/ai-engineering-podcast/the-impact-of-generative-ai-on-software-development) — 2024-11-22T22:27:10+00:00
- [ML Infrastructure Without The Ops: Simplifying The ML Developer Experience With Runhouse](https://stenobird.com/podcast/ai-engineering-podcast/ml-infrastructure-without-the-ops-simplifying-the-ml-developer-experience-with-runhouse) — 2024-11-11T00:51:37+00:00
- [Building AI Systems on Postgres: An Inside Look at pgai Vectorizer](https://stenobird.com/podcast/ai-engineering-podcast/building-ai-systems-on-postgres-an-inside-look-at-pgai-vectorizer) — 2024-11-11T00:42:46+00:00
- [Running Generative AI Models In Production](https://stenobird.com/podcast/ai-engineering-podcast/running-generative-ai-models-in-production) — 2024-10-28T00:03:01+00:00
- [Enhancing AI Retrieval with Knowledge Graphs: A Deep Dive into GraphRAG](https://stenobird.com/podcast/ai-engineering-podcast/enhancing-ai-retrieval-with-knowledge-graphs-a-deep-dive-into-graphrag) — 2024-09-10T01:32:14+00:00
- [Harnessing Generative AI for Effective Digital Advertising Campaigns](https://stenobird.com/podcast/ai-engineering-podcast/harnessing-generative-ai-for-effective-digital-advertising-campaigns) — 2024-09-02T16:17:37+00:00
- [Building Scalable ML Systems on Kubernetes](https://stenobird.com/podcast/ai-engineering-podcast/building-scalable-ml-systems-on-kubernetes) — 2024-08-15T15:17:21+00:00
- [Expert Insights On Retrieval Augmented Generation And How To Build It](https://stenobird.com/podcast/ai-engineering-podcast/expert-insights-on-retrieval-augmented-generation-and-how-to-build-it) — 2024-07-28T20:10:28+00:00
- [Barking Up The Wrong GPTree: Building Better AI With A Cognitive Approach](https://stenobird.com/podcast/ai-engineering-podcast/barking-up-the-wrong-gptree-building-better-ai-with-a-cognitive-approach) — 2024-07-28T20:10:14+00:00
- [Build Your Second Brain One Piece At A Time](https://stenobird.com/podcast/ai-engineering-podcast/build-your-second-brain-one-piece-at-a-time) — 2024-07-28T19:19:13+00:00
- [Strategies For Building A Product Using LLMs At DataChat](https://stenobird.com/podcast/ai-engineering-podcast/strategies-for-building-a-product-using-llms-at-datachat) — 2024-03-03T15:00:00+00:00
- [Improve The Success Rate Of Your Machine Learning Projects With bizML](https://stenobird.com/podcast/ai-engineering-podcast/improve-the-success-rate-of-your-machine-learning-projects-with-bizml) — 2024-02-18T14:15:00+00:00
- [Using Generative AI To Accelerate Feature Engineering At FeatureByte](https://stenobird.com/podcast/ai-engineering-podcast/using-generative-ai-to-accelerate-feature-engineering-at-featurebyte) — 2024-02-11T22:00:00+00:00
- [Learn And Automate Critical Business Workflows With 8Flow](https://stenobird.com/podcast/ai-engineering-podcast/learn-and-automate-critical-business-workflows-with-8flow) — 2024-01-28T23:00:00+00:00
- [Considering The Ethical Responsibilities Of ML And AI Engineers](https://stenobird.com/podcast/ai-engineering-podcast/considering-the-ethical-responsibilities-of-ml-and-ai-engineers) — 2024-01-28T19:00:00+00:00
- [Build Intelligent Applications Faster With RelationalAI](https://stenobird.com/podcast/ai-engineering-podcast/build-intelligent-applications-faster-with-relationalai) — 2023-12-31T03:00:00+00:00
- [Building Better AI While Preserving User Privacy With TripleBlind](https://stenobird.com/podcast/ai-engineering-podcast/building-better-ai-while-preserving-user-privacy-with-tripleblind) — 2023-11-22T01:00:00+00:00
- [Enhancing The Abilities Of Software Engineers With Generative AI At Tabnine](https://stenobird.com/podcast/ai-engineering-podcast/enhancing-the-abilities-of-software-engineers-with-generative-ai-at-tabnine) — 2023-11-13T02:00:00+00:00
- [Validating Machine Learning Systems For Safety Critical Applications With Ketryx](https://stenobird.com/podcast/ai-engineering-podcast/validating-machine-learning-systems-for-safety-critical-applications-with-ketryx) — 2023-11-08T02:15:00+00:00
- [Applying Declarative ML Techniques To Large Language Models For Better Results](https://stenobird.com/podcast/ai-engineering-podcast/applying-declarative-ml-techniques-to-large-language-models-for-better-results) — 2023-10-24T23:00:00+00:00
- [Surveying The Landscape Of AI and ML From An Investor's Perspective](https://stenobird.com/podcast/ai-engineering-podcast/surveying-the-landscape-of-ai-and-ml-from-an-investor-s-perspective) — 2023-10-15T17:00:00+00:00
- [Applying Federated Machine Learning To Sensitive Healthcare Data At Rhino Health](https://stenobird.com/podcast/ai-engineering-podcast/applying-federated-machine-learning-to-sensitive-healthcare-data-at-rhino-health) — 2023-09-11T01:00:00+00:00
- [Using Machine Learning To Keep An Eye On The Planet](https://stenobird.com/podcast/ai-engineering-podcast/using-machine-learning-to-keep-an-eye-on-the-planet) — 2023-06-17T14:00:00+00:00
- [The Role Of Model Development In Machine Learning Systems](https://stenobird.com/podcast/ai-engineering-podcast/the-role-of-model-development-in-machine-learning-systems) — 2023-05-29T01:00:00+00:00
- [Real-Time Machine Learning Has Entered The Realm Of The Possible](https://stenobird.com/podcast/ai-engineering-podcast/real-time-machine-learning-has-entered-the-realm-of-the-possible) — 2023-03-09T22:00:00+00:00
- [How Shopify Built A Machine Learning Platform That Encourages Experimentation](https://stenobird.com/podcast/ai-engineering-podcast/how-shopify-built-a-machine-learning-platform-that-encourages-experimentation) — 2023-02-02T15:00:00+00:00
- [Applying Machine Learning To The Problem Of Bad Data At Anomalo](https://stenobird.com/podcast/ai-engineering-podcast/applying-machine-learning-to-the-problem-of-bad-data-at-anomalo) — 2023-01-24T02:00:00+00:00
- [Build More Reliable Machine Learning Systems With The Dagster Orchestration Engine](https://stenobird.com/podcast/ai-engineering-podcast/build-more-reliable-machine-learning-systems-with-the-dagster-orchestration-engine) — 2022-12-02T00:00:00+00:00
- [Solve The Cold Start Problem For Machine Learning By Letting Humans Teach The Computer With Aitomatic](https://stenobird.com/podcast/ai-engineering-podcast/solve-the-cold-start-problem-for-machine-learning-by-letting-humans-teach-the-computer-with-aitomatic) — 2022-09-28T02:00:00+00:00
- [Convert Your Unstructured Data To Embedding Vectors For More Efficient Machine Learning With Towhee](https://stenobird.com/podcast/ai-engineering-podcast/convert-your-unstructured-data-to-embedding-vectors-for-more-efficient-machine-learning-with-towhee) — 2022-09-21T15:00:00+00:00
- [Shedding Light On Silent Model Failures With NannyML](https://stenobird.com/podcast/ai-engineering-podcast/shedding-light-on-silent-model-failures-with-nannyml) — 2022-09-14T02:00:00+00:00
- [How To Design And Build Machine Learning Systems For Reasonable Scale](https://stenobird.com/podcast/ai-engineering-podcast/how-to-design-and-build-machine-learning-systems-for-reasonable-scale) — 2022-09-10T13:00:00+00:00
- [Building A Business Powered By Machine Learning At Assembly AI](https://stenobird.com/podcast/ai-engineering-podcast/building-a-business-powered-by-machine-learning-at-assembly-ai) — 2022-09-09T00:00:00+00:00
- [Update Your Model's View Of The World In Real Time With Streaming Machine Learning Using River](https://stenobird.com/podcast/ai-engineering-podcast/update-your-model-s-view-of-the-world-in-real-time-with-streaming-machine-learning-using-river) — 2022-08-26T01:00:00+00:00
- [Using AI To Transform Your Business Without The Headache Using Graft](https://stenobird.com/podcast/ai-engineering-podcast/using-ai-to-transform-your-business-without-the-headache-using-graft) — 2022-08-16T01:00:00+00:00
- [Accelerate Development And Delivery Of Your Machine Learning Projects With A Comprehensive Feature Platform](https://stenobird.com/podcast/ai-engineering-podcast/accelerate-development-and-delivery-of-your-machine-learning-projects-with-a-comprehensive-feature-platform) — 2022-08-06T14:00:00+00:00
- [Build Better Models Through Data Centric Machine Learning Development With Snorkel AI](https://stenobird.com/podcast/ai-engineering-podcast/build-better-models-through-data-centric-machine-learning-development-with-snorkel-ai) — 2022-07-29T02:00:00+00:00
- [Declarative Machine Learning For High Performance Deep Learning Models With Predibase](https://stenobird.com/podcast/ai-engineering-podcast/declarative-machine-learning-for-high-performance-deep-learning-models-with-predibase) — 2022-07-21T23:00:00+00:00
- [Stop Feeding Garbage Data To Your ML Models, Clean It Up With Galileo](https://stenobird.com/podcast/ai-engineering-podcast/stop-feeding-garbage-data-to-your-ml-models-clean-it-up-with-galileo) — 2022-07-14T00:00:00+00:00
- [Build Better Machine Learning Models With Confidence By Adding Validation With Deepchecks](https://stenobird.com/podcast/ai-engineering-podcast/build-better-machine-learning-models-with-confidence-by-adding-validation-with-deepchecks) — 2022-07-06T02:00:00+00:00
- [Build A Full Stack ML Powered App In An Afternoon With Baseten](https://stenobird.com/podcast/ai-engineering-podcast/build-a-full-stack-ml-powered-app-in-an-afternoon-with-baseten) — 2022-06-29T01:00:00+00:00
- [Introducing The Show](https://stenobird.com/podcast/ai-engineering-podcast/introducing-the-show) — 2022-06-03T12:00:00+00:00

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