Real World Serverless with theburningmonk

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Production cloud systems, explained by practitioners.

The gist

Real World Serverless with theburningmonk brings engineers and technical founders into detailed conversations about systems that actually ship. Episodes move from AWS and event-driven design to AI agents, LocalStack, multi-tenant architecture, webhooks, knowledge graphs, and the friction of building production services.

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About Real World Serverless with theburningmonk

Real World Serverless with theburningmonk is a practitioner-led technology show about building modern cloud systems once the whiteboard is gone. It favors specifics. Guests describe production services, developer tools, AI systems, event pipelines, and multi-tenant platforms in enough detail for working engineers to follow the tradeoffs. Serverless is the anchor, but the conversation regularly stretches into AI agents, MCP, workflow orchestration, benchmarks, observability, graph databases, and local cloud simulation. The result is a show about architecture as practiced, not architecture as advertised. Recent conversations with Matt Carey examine where AI workflows end and agents begin, including tool loops, orchestrator agents, static DAGs, and the problem of deciding what counts as real agency. Waldemar Hammer discusses LocalStack v4, Event Studio, multi-cloud support, Snowflake, X-Ray-style tracing, resource graphs, function logs, and the value of opening the black box during local development. Khawaja Shams brings the conversation into multi-tenant systems and cellular architecture. That episode spends time on per-customer SLAs, fleet-wide error rates, DynamoDB-style scale, and what happens when a customer jumps from ordinary traffic to very large request volume. Aniket Mitra adds a data and AI thread through knowledge graphs, vector databases, graph neural networks, and retrieval workflows for LLM applications. Alex Bouchard brings Hookdeck into the picture as a serverless event gateway built around webhooks, HTTP-shaped events, local replay, and the difference between integration-heavy product teams and more traditional event-driven systems. Earlier episodes widen the lens with serverless work at NN and LEGO, plus teaching-focused conversations with Sam Williams. The show is technical without being sterile. Questions often begin with a product or platform announcement, then move quickly into how teams debug it, model it, test it, or explain it to customers. It is also refreshingly willing to sit with ambiguity. A workflow can look like an agent. A webhook platform can feel odd to someone from an enterprise integration background. A global service can look healthy while one customer is having a bad day. Those tensions are the substance of the show. For engineers building on AWS, serverless platforms, event-driven systems, or AI infrastructure, Real World Serverless with theburningmonk offers grounded conversations with people close to the implementation details.

Made for: Best for backend engineers, cloud architects, platform teams, and technical founders who already know the basics of serverless and want production-level judgment. It also suits AI and infrastructure builders comparing agents, retrieval systems, observability tools, and event-driven platforms.

What sets it apart: The show stays close to implementation details: logs, traces, local replay, SLAs, tool loops, resource graphs, and traffic spikes. Instead of broad cloud commentary, it uses working systems and named tools as the path into architectural reasoning.

In their own words

A podcast where we talk about real-world use of Serverless technologies from engineers who work with them day-to-day. We will discuss use cases, why they chose serverless and the pain points and challenges they face. If you want to know what it's REALLY like to work with serverless, this is the show for you.

Why you'd press play

A million requests per second, and you get the question your fleet-wide SLA forgot to ask.

Press play if you want

  • to see how an event trace could show what happened after your function ran
  • to hear someone challenge why your event messages look so much like HTTP webhooks
Read the full recommendation in PlayNext →
serverless architectureAWS production systemsevent-driven designAI agents and MCPLocalStack and local developmentmulti-tenant architectureknowledge graphs and LLM retrievalwebhooks and event gateways

Talks about

Best episodes of Real World Serverless with theburningmonk

Short reviews from the PlayNext desk, based on the episodes we processed.

#116: AI Agents, MCP and the problems with AI benchmarks | ft. Matt CareyApr 19, 2025

Matt Carey draws a practical boundary between AI workflows, agents, and tool-calling loops.

AI agents can sound slippery when a workflow already includes some model-driven branching, and this episode keeps that line in focus. The host and Matt Carey, a founding AI engineer at StackOne, separate a static DAG or state machine from a system that can choose its next move.

#115: Introducing LocalStack v4!Apr 2, 2025

LocalStack 4.0 sharpens serverless inspection while broadening its cloud development ambitions.

LocalStack 4.0 comes through as a release focused on making serverless systems less opaque. Waldemar Hammer, LocalStack's CTO, explains how event studio opens up event processing, surfaces trace information, and could connect users to logs and resource state.

#114: Best practices for building a multi-tenant system with Khawaja ShamsMar 12, 2025

A gaming surge turns serverless scale into a sharp lesson in multi-tenant architecture and customer-level accountability.

The clearest hook is the leap from 10,000 TPS to more than a million, turning a gaming customer's sudden breakout into a real test of multi-tenant serverless design.

#113: Why you need Knowledge Graphs for your AI chatbot | ft. Aniket MitraFeb 5, 2025

A clear, grounded discussion of how graph structure and vector similarity can work together in AI retrieval.

Knowledge graphs enter the AI chatbot discussion through a practical engineering question: what relationship should a system keep intact when it retrieves information?

#112: Better Developer Experience for Event-Driven Architectures | ft. Alex Bouchard, co-founder of HookdeckJan 29, 2025

A practical look at HookDeck's Cloudflare Workers approach to external events and local webhook testing.

HookDeck gets a practical turn as a serverless event gateway, with Alex Pouchard laying out how the service is built on Cloudflare Workers and where it sits beside AWS tools like EventBridge and SNS.

Podcasts like Real World Serverless with theburningmonk

Episodes

  1. 1

    #116: AI Agents, MCP and the problems with AI benchmarks | ft. Matt Carey

    Hidden gem

    Matt Carey, a founding AI engineer at StackOne and co-founder of AI Demo Days, compares MCP, agent-to-agent systems, and the gap between AI hype and practical integration work.

    Apr 19, 2025·48m·2 clips
  2. 2

    #115: Introducing LocalStack v4!

    Hidden gem

    Waldemar Hammer, LocalStack's CTO, returns to discuss version 4.0, which the team timed around re:Invent 2024 and paired with a new Event Studio preview.

    Apr 2, 2025·1h 4m·2 clips
  3. 3

    #114: Best practices for building a multi-tenant system with Khawaja Shams

    Hidden gem

    Momento saw one gaming customer jump from 10,000 TPS to over a million TPS overnight.

    Mar 12, 2025·48m·2 clips
  4. 4

    #113: Why you need Knowledge Graphs for your AI chatbot | ft. Aniket Mitra

    Hidden gem

    Real World Serverless with theburningmonk brings on Aniket Mitra, founder of SaveA, to explain why knowledge graphs matter for AI and LLM systems.

    Feb 5, 2025·45m·2 clips
  5. 5

    #112: Better Developer Experience for Event-Driven Architectures | ft. Alex Bouchard, co-founder of Hookdeck

    Hidden gem

    Real World Serverless with theburningmonk features Alex Bouchard, co-founder and CEO of Hookdeck, on building an "event gateway" for webhook-driven systems and AWS-heavy teams.

    Jan 29, 2025·59m·2 clips
  6. 6

    #111 - EventCatalog Revolutionizes Governance in Event-Driven Architectures | ft. David Boyne

    Jan 17, 2025·51m
  7. 7

    #109: Building serverless apps in PHP with Bref | ft Matthieu Napoli

    Oct 24, 2024·56m
  8. 8

    #108: Lambda on Rust with James Eastham

    Sep 20, 2024·1h 2m
  9. 9

    #107: How to Have a Successful Cloud Career in 2024 | ft. Andrew Brown

    Aug 27, 2024·53m
  10. 10

    #106: Rust with Lambda, easy-mode Rust & future of Middy | ft. Luciano Mammino

    Aug 13, 2024·46m
  11. 11

    #105: The inception story of Cognito & secret to succeeding at AWS | ft. David Behroozi

    Jul 26, 2024·1h 15m
  12. 12

    #104: Baseline, is this new serverless development framework better than Amplify?

    Jul 16, 2024·58m
  13. 13

    #103 - Community building, being an enable, is serverless dead? ft. Allen Helton

    Jul 1, 2024·1h
  14. 14

    #102: Building AWS communities with Farrah Campbell

    May 15, 2024·44m
  15. 15

    #101: Faster serverless APIs with Brian LeRoux

    Apr 23, 2024·1h
  16. 16

    #100: LocalStack v3 is here and it's kinda amazing!

    Apr 2, 2024·1h 10m
  17. 17

    #99: Azure Functions deep dive with Ian Griffiths

    Mar 27, 2024·54m
  18. 18

    #98: How DAZN streams live sports to millions of concurrent viewers

    Mar 13, 2024·53m
  19. 19

    #97: 10x Lambda cold start performance with LLRT

    Feb 28, 2024·53m
  20. 20

    #96: How Fathom saved $100k/year in their AWS bill

    Feb 21, 2024·1h
  21. 21

    #95: How Dunelm went from on-prem to serverless while going faster

    Feb 14, 2024·57m
  22. 22

    #94: Serverless Framework v4 with Austen Collins

    Dec 27, 2023·1h 15m
  23. 23

    #93: Building serverless AI apps with Sam Williams

    Dec 13, 2023·58m
  24. 24

    #92 - Rise of the AI Engineer with Shawn Wang

    Dec 6, 2023·53m
  25. 25

    #91: DevOps Reimagined with Patrick deBois on the Future of AI and DevOps

    Nov 29, 2023·51m
  26. 26

    #90: He built a hotel booking system that costs $0.82/month to run

    Nov 22, 2023·49m
  27. 27

    #89: Hashnode's serverless architecture with Sandro Volpicella

    Nov 15, 2023·1h
  28. 28

    #88: Optimizing Lambda cold starts with AJ Stuyvenberg

    Nov 8, 2023·54m
  29. 29

    #87: Anton Babenko on Serverless.TF and the Terraform licensing fiasco

    Nov 1, 2023·40m
  30. 30

    #86: Enterprise CDK with Ran Isenberg

    Oct 24, 2023·43m
  31. 31

    #85: CDK Dos and Don'ts with Matthew Bonig

    Oct 17, 2023·1h 11m
  32. 32

    #84: Deploying on Fridays with Charity Majors

    Oct 3, 2023·51m
  33. 33

    #83: Unpacking Google's latest AI announcements with Gerard Sans

    Sep 19, 2023·58m
  34. 34

    #82: Big things are coming for Lambda Powertools with Heitor Lessa

    Sep 5, 2023·1h
  35. 35

    #81: Overview of AI development with LangChain with Matt Carey

    Aug 22, 2023·1h 2m
  36. 36

    #80: Is AWS Bedrock the OpenAI killer, with Randall Hunt

    Aug 15, 2023·59m
  37. 37

    #79: The meaninglessness of serverless with Ben Kehoe

    May 30, 2023·58m
  38. 38

    #78: Out with legacy lock-in with Eduard Bargues

    May 16, 2023·58m
  39. 39

    #77: Microfrontends with Luca Mezzalira

    May 2, 2023·59m
  40. 40

    #76: Optimizing AWS cost with Erik Peterson

    Apr 18, 2023·51m
  41. 41

    #75: Building open source community around SST with Dax Raad

    Apr 4, 2023·47m
  42. 42

    #74: The Litmus test for serverless with Kirk Kirkconnell

    Mar 21, 2023·33m
  43. 43

    #73: Innovating a 175 years old company with serverless with Vijai Ramcharan

    An interview with Vijay Ramcharan about his role at NN and the company's digital transformation using serverless technologies.

    Mar 8, 2023·39m
  44. 44

    #72: Master IAM with Rowan Udell

    Feb 22, 2023·40m
  45. 45

    #71: Avoiding common AWS mistakes with Ben Bridts

    Dec 14, 2022·45m
  46. 46

    #70: Serverless at LEGO with Sarah Hamilton

    Interview with Sarah Hamilton about advanced event-driven patterns at LEGO and the evolution of their serverless stack.

    Nov 30, 2022·34m
  47. 47

    #69: Teaching the world about Serverless with Sam Williams

    Interview with Sam Williams, a serverless consultant and teacher, discussing his journey into serverless and the challenges of learning it.

    Nov 16, 2022·34m
  48. 48

    #68: Event-driven architecture at PostNL with Luc van Donkersgoed

    Nov 2, 2022·45m
  49. 49

    #67: High-Performance Computing with serverless at scale with Eoin Shanaghy

    Interview with Owen Shanahee about Full Theorem's serverless consultancy work, including enterprise migrations and modernization on AWS.

    Sep 6, 2022·38m
  50. 50

    #66: Understanding team topologies with Nick Tune and Kacper Gunia

    Aug 23, 2022·36m