Prompting is Dead

The Continuous Delivery Podcast

The Continuous Delivery Podcast
Prompting is Dead
Feb 13, 2026
Zarar Siddiqi

How do you actually work with AI coding tools in production? From breaking down features into AI-friendly tasks? How to choose between agents vs. manual prompting? How to writing code that LLMs understand better?  Where do spec-driven workflows fit in?


0:00 - Introduction
1:09 - What's the WORST thing you can do when adopting AI?
4:44 - Experimentation vs. Following Old Mental Models
7:06 - Working at Feature Level: Breaking Down AI Tasks
10:10 - Cheesy's Workflow: Brainstorming, Stride, and Task Management
13:45 - Phil's Approach: Staying in Flow State vs. Using Agents
16:01 - The Death of Prompts: Plugins and Tools Take Over
18:11 - Context Engineering vs. Prompt Engineering
21:00 - Context Window Size: Bigger Isn't Always Better
23:48 - Spec-Driven Development → Task Management Tools
25:22 - Model Wars: Anthropic vs. Open Source (Qwen, DeepSeek)
30:00 - Should You Short Anthropic Stock? (Philosophical Discussion)
33:00 - Why Claude Code Still Leads Despite Model Convergence
35:01 - Hardware Costs and the Future of AI Accessibility
38:11 - Does Boilerplate Death Change Architecture?
42:00 - When Should You Care About Code Organization with AI?
45:26 - Writing Code FOR LLMs: Semantic JavaScript and Context
47:49 - Wrap Up: Future Topics on LLM-Friendly Code


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Episode Artwork Prompting is Dead 48:30 Episode Artwork Developer Workflows from Planning to Production 39:23 Episode Artwork Team Sizes, Trust, and Testing in an AI-First World 37:04 Episode Artwork Has AI made the Agile Manifesto obsolete? 43:28 Episode Artwork AIs impact on DORA Continuous Delivery Metrics 36:59 Episode Artwork Getting Kanban Right, with Fernando Cuenca 52:30 Episode Artwork Architecting for Growth, with Brad Smith 1:03:20 Episode Artwork Shifting Left on Accessibility, with Patrick Dunphy 37:54 Episode Artwork Managing Software Complexity with John Ousterhout 49:31 Episode Artwork Empowered Developers Write Clean Code, Tom Howlett, Head of Product at Sonar 32:14 Episode Artwork How to Shift Left on Security 36:03 Episode Artwork Getting into GitOps with Fred Harper, Principal Developer Advocate, kubefirst.io 38:35 Episode Artwork Focus to Scale: Amplifying XP Practices with Elisabeth Hendrickson 39:57 Episode Artwork Value Stream Mapping is Not Enough with Steve Pereira 39:52 Episode Artwork Nightmare on Scrum Street: Scrum Anti-Patterns 28:52 Episode Artwork Engineering Insights: From Meta to Microservices with Ian Gartley 1:14:44 Episode Artwork Get the Lowdown on these Kanban Courses Floating Around 34:40 Episode Artwork Ep. 85: Change Management is Not Linear - Jason Little talks Six Big Ideas 37:51 Episode Artwork Ep. 84: How Jira ruined agile 19:59 Episode Artwork Ep. 83: You applied continuous delivery to WHAT? 22:44 Episode Artwork Ep. 82: I want the next 40 sprints planned in advance 20:03 Episode Artwork Ep 81: What does Shift Left mean? 18:29 Episode Artwork Ep. 80: The Liquid Death of Failed Transformations 18:03 Episode Artwork Ep. 79: Necessary Architectures for Continuous Delivery 22:37 Episode Artwork Ep. 78: Are you doing Continuous Delivery? 26:43