{"podcast":{"title":"Agentic DevOps : AI Engineering for Infrastructure","slug":"agentic-devops","podcast_index_feed_id":7351100,"rss_url":"https://feeds.transistor.fm/agentic-devops","website_url":"https://agenticdevops.fm","image_url":"https://img.transistorcdn.com/scfZTdWGzzHd49MpOiduVkac3R3yY0f-h0LBO3yfhQg/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS83MDc2/ZmQxYmZkMjk0NTcx/OTg5MmY2YjBkZjQy/NzYwZS5qcGc.jpg","author":"Bret Fisher","episode_count":11,"summary":"Where LLMs, AI Agents, and MCP tools meet DevOps and platform engineering. How can we humans use non-deterministic, often hallucinating LLMs to automate our infrastructure and help us with the job of software lifecycle management? I’m Bret Fisher, and this is the Agentic DevOps podcast. After the invention of AI Agents and the MCP standard in late 2024, I started this podcast in early '25 with a narrow topic focus… to document and advise how AI Agents, MCP tools, and large language models can be used in the real world for assisting with DevOps automation, platform engineering, and day to day systems operations… a podcast series hopefully without the hand-wavy AI hype or dreams of a pure AI workforce. I'm joined by my co-host, Nirmal Mehta, and expert guests trying to make use of crazy texting robots.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/agentic-devops"},"episode":{"title":"My Favorite AI Terminal, Prompt Injection, and More","slug":"my-favorite-ai-terminal-prompt-injection-and-more","published_at":"2025-08-01T06:03:00+00:00","page_url":"https://stenobird.com/podcast/agentic-devops/my-favorite-ai-terminal-prompt-injection-and-more","show_page_url":"https://stenobird.com/podcast/agentic-devops","url":"https://agenticdevops.fm/episodes/my-new-favorite-ai-terminal-prompt-injection-and-more","audio_url":"https://media.transistor.fm/bd073d0d/78d92ed2.mp3","summary":"Explore the emerging landscape of Agentic DevOps through a review of cutting-edge AI tools and security vulnerabilities. Learn how containerized environments and specialized models are reshaping infrastructure automation and software engineering.","meta_description":"Discover the future of AI-driven infrastructure: Warp 2.0, Dagger's container use for agent isolation, and the critical risks of prompt injection.","key_points":["Main idea: The shift toward Agentic DevOps requires moving from simple AI integration to specialized, isolated agent workflows","Practical takeaway: Use Dagger's container use to run AI agents in isolated environments, preventing accidental host system damage","Failure mode: Prompt injection via untrusted third-party text (like GitHub issues) can hijack AI agents with high-privilege tokens","Tooling insight: Warp 2.0's AI-native terminal architecture provides a powerful, integrated interface for modern DevOps workflows","Security takeaway: Implement limited-scope, temporary access tokens for MCP tools to mitigate the impact of compromised AI agents"],"chapters":[{"start_ms":60000,"title":"Researching Agentic DevOps","summary":"An overview of current research into free vs. foundational AI models and the discovery of SWE Bench."},{"start_ms":450000,"title":"Warp 2.0 Terminal Walkthrough","summary":"A deep dive into the features of the new Warp terminal, including its AI-native capabilities and sidebar tools."},{"start_ms":720000,"title":"Isolating Agents with Container Use","summary":"How to use Dagger and Docker to provide AI agents with a safe, sandboxed environment for code manipulation."},{"start_ms":980000,"title":"Evaluating Models on SWE Bench","summary":"Comparing the performance of open-weight models like Mistral's Devstral against larger foundational models."},{"start_ms":1380000,"title":"Agentic Infrastructure as Code","summary":"Discussing workflows for using AI agents to automate PR reviews and streamline IaC processes."},{"start_ms":1520000,"title":"The Security Risks of Prompt Injection","summary":"Analyzing how malicious text in GitHub issues can exploit AI agents and the necessity of scoped access tokens."}],"topics":["Agentic DevOps","AI Agents","Infrastructure as Code","Prompt Injection","Warp Terminal","Containerization","Software Engineering Intelligence","Cybersecurity","DevOps Automation"],"duration_seconds":1803,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/agentic-devops/episodes/my-favorite-ai-terminal-prompt-injection-and-more/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/agentic-devops/my-favorite-ai-terminal-prompt-injection-and-more.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}