Structured-Prompt-Driven Development (SPDD)
A structured approach to using prompts to guide AI-assisted programming.
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A focused stream of recent stories from the sources curated for this community. Latest: Structured-Prompt-Driven Development (SPDD), Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3 - Stack Overflow, and Your LLM issues are really data issues - Stack Overflow. Page 7.
Turning scattered knowledge into trusted intelligence: Stack Internal 2026.3 - Stack Overflow
Now generally available in the 2026.3 release, Ingestion transforms siloed content into structured, verified knowledge—optimized for both your teams and AI.
Your LLM issues are really data issues - Stack Overflow
Ryan welcomes Harsha Chintalapani, co-founder and CTO at Collate and co-creator of Open Metadata, to the show to discuss why AI and LLMs struggle with real-time, structured production data.
Welcome to the “find out” stage of AI - Stack Overflow
When I went to the first HumanX conference in January 2025, agents were vaguely-defined frontier tech. It was the first time I heard the letters MCP. The big conversations were around inference, hallucinations, and retrieval augmented generation. The tech...
Exploring with agents with Amelia Wattenberger (Changelog Interviews #680)
Today on the show I’m talking with Amelia Wattenberger — designer, data-viz veteran, ex-GitHub Next, and now designing Intent at Augment Code. What if the last 30% of any software project is about to become the hardest part you’ve ever done? That’s the...
Lights, camera, open source! - Stack Overflow
Ryan is joined on the show by Cult.Repo producers Emma Tracey and Josiah McGarvie to discuss making documentaries about open-source software and the people behind the major technologies that uphold the internet.
Black box AI drift: AI tools are making design decisions nobody asked for - Stack Overflow
A year ago, I set out to test whether all of the hype around vibe coding was real. I decided to stress test AI with a complex design project and really push it to see if AI assistance was the magical tool everyone raved about.
How to get multiple agents to play nice at scale - Stack Overflow
Chase Roossin, group engineering manager, and Steven Kulesza, staff software engineer, from Intuit join the podcast to chat about what might be the hardest problem in engineering right now: getting multiple AI agents to work together in a complex system.
Fragments: April 21
fragments 21 Apr 2026
We still need developer communities - Stack Overflow
Ryan welcomes Mike Swift, co-founder and CEO of Major League Hacking, to the show to chat about the never-ending need for software developer communities and entry points into programming; MLH’s recent acquisition of DEV and how they’re creating a place for...
No country left behind with sovereign AI - Stack Overflow
Ryan welcomes Stephen Watt, distinguished engineer and VP of Red Hat’s Office of the CTO, to chat about digital sovereignty and sovereign AI.
How GitHub uses eBPF to improve deployment safety
Learn how Github uses eBPF to detect and prevent circular dependencies in its deployment tooling.
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