# Building Coding Agents: Design Decisions, Prompting Tricks, GUI Anti-patterns

Page: https://stenobird.com/podcast/mlops-community/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns
Text version: https://stenobird.com/podcast/mlops-community/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns.md
Podcast: [MLOps.community](https://stenobird.com/podcast/mlops-community)
Published: 2025-08-22T15:00:10+00:00
Episode link: https://podcasters.spotify.com/pod/show/mlops/episodes/Building-Coding-Agents-Design-Decisions--Prompting-Tricks--GUI-Anti-patterns-e37629o
Audio file: https://anchor.fm/s/174cb1b8/podcast/play/107202296/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2025-7-22%2F406096692-44100-2-c633845e6f06a.mp3
Processing state: failed
JSON: https://stenobird.com/v1/public/podcasts/mlops-community/episodes/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns
Duration seconds: 2988

## Resource

AI Conversations Powered by Prosus Group Demetrios chats with Beyang Liu about Sourcegraph’s AMP, exploring how AI coding agents are reshaping development—from IDEs to natural language commands—boosting productivity, cutting costs, and redefining how developers work with code. Guest speaker: Beyang Liu - CTO of Sourcegraph Host: Demetrios Brinkmann - Founder of MLOps Community ~~~~~~~~ ✌️Connect With Us ✌️ ~~~~~~~ Catch all episodes, blogs, newsletters, and more: https://go.mlops.community/TYExplore Join our Slack community [ https://go.mlops.community/slack ] Follow us on X/Twitter [ @mlopscommunity ]( https://x.com/mlopscommunity ) or [LinkedIn]( https://go.mlops.community/linkedin) ] Sign up for the next meetup: [ https://go.mlops.community/register ] MLOps Swag/Merch: [ https://shop.mlops.community/ ]

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/mlops-community/episodes/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/mlops-community/building-coding-agents-design-decisions-prompting-tricks-gui-anti-patterns.md` — Read the agent-friendly Markdown representation of this episode resource.

A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed.

## Transcript

Full transcripts are not published on public pages unless there is a clear rights basis.