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Development

Featured in Development

From MCP and Vibe Coding to Harness Engineering: How AI Native Engineering Evolved in One Year

Birgitta Böckeler, Distinguished Engineer at Thoughtworks, returns to discuss the rapid evolution of AI in software delivery. She touches on the evolution from vibe coding, the changing tools landscape and the more autonomous agents that, besides higher velocity, introduce higher risk.

All in development

Architecture & Design

Featured in Architecture & Design

Increasing Users' Data Agency: From BlueSky's AT Protocol to the Local-First Software Movement

Martin Kleppmann, an associate professor at Cambridge and author of Designing Data-Intensive Applications, discusses the evolution of data systems over the last decade, mainly the shift from monolithic databases to modular building blocks. Kleppmann underlines the importance of moving from cloud-centric data storage systems to decentralised data storage similar to Bluesky’s AT protocol.

All in architecture-design

AI Infrastructure

Featured in AI, ML & Data Engineering

AI Agents to Make Sense of Data at OpenAI

OpenAI’s Bonnie Xu discusses Kepler, an internal AI data analyst agent built to query 600+ petabytes of data. She explains how they overcome context window limits using MCP, automated code crawling, and RAG. Xu also shares how their team leverages scoped semantic memory for self-learning and utilizes AST-based LLM grading to build a robust, regression-free evaluation pipeline.

All in ai-ml-data-eng

Culture & Methods

Featured in Culture & Methods

Craig McLuckie on Culture as a Team's Operating System in the AI Era

In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the impact of AI coding tools on open source communities and engineering teams, designing deliberate organisational culture, and navigating evolving career paths for engineers in the age of AI.

All in culture-methods

DevOps

Featured in DevOps

Confidently Automating Changes across a Diverse Fleet

Netflix engineer Casey Bleifer shares how to achieve rapid, automated code changes across a massive, diverse software fleet. She discusses building an event-driven orchestration platform using composable, Lego-like steps, and explains how Netflix utilizes automated canary validation, compliance checks, and a custom "confidence metric" to eliminate the long tail of manual engineering migrations.

All in devops

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About this Podcast

Discussions on intentional corporate culture and software management approaches.

Culture & Methods

Craig McLuckie on Culture as a Team's Operating System in the AI Era

In this podcast, Shane Hastie, Lead Editor for Culture & Methods spoke to Craig McLuckie, co-creator of Kubernetes and CEO of Stacklok, about the impact of AI coding tools on open source communities and engineering teams, designing deliberate organisational culture, and navigating evolving career paths for engineers in the age of AI.

Craig McLuckie
on Jun 12, 2026

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Topics

From MCP and Vibe Coding to Harness Engineering: How AI Native Engineering Evolved in One Year

Increasing Users' Data Agency: From BlueSky's AT Protocol to the Local-First Software Movement

AI Agents to Make Sense of Data at OpenAI

Craig McLuckie on Culture as a Team's Operating System in the AI Era

Confidently Automating Changes across a Diverse Fleet

Helpful links

Choose your language

Podcasts

About this Podcast

Craig McLuckie on Culture as a Team's Operating System in the AI Era

VS Code 1.123 Adds Two-Hour Extension Update Delay to Limit Supply Chain Attacks

GitHub Copilot Desktop App Targets Parallel Agentic Workflows

Vercel Labs Open-Sources Zero-Native: a Zig-Based Cross-Platform Native Application Framework

Inside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale

Behind the Scenes: Block 450 JVM Repositories Into Monorepo to Reduce Dependency Drift

From Camera to Cloud: Netflix’s Scalable Media Processing Pipeline

How Lightweight ADRs and Architectural Advice Forums Can Support Architectural Decisions

Craig McLuckie on Culture as a Team's Operating System in the AI Era

Building and Scaling a Platform with Project-as-a-Service

AI Agents to Make Sense of Data at OpenAI

Windows Platform Security and the Race to Secure AI Agents

Write-Ahead Intent Log: A Foundation for Efficient CDC at Scale

CircleCI Introduces Chunk Sidecars to Bring CI Validation Directly Into AI Coding Workflows

GitLab 19.0 Embeds Agentic AI in Secrets, Merge Requests, and Supply Chain Security

Athena Coalition Brings Coordinated Defence to Open Source Security

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