{"podcast":{"title":"Large Language Model (LLM) Talk","slug":"large-language-model-llm-talk-7171278","podcast_index_feed_id":7171278,"rss_url":"https://anchor.fm/s/ffe783a8/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/jack1505","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/42833626/42833626-1736915491470-26d279f5a19fe.jpg","author":"AI-Talk","episode_count":68,"summary":"AI Explained breaks down the world of AI in just 10 minutes. Get quick, clear insights into AI concepts and innovations, without any complicated math or jargon. Perfect for your commute or spare time, this podcast makes understanding AI easy, engaging, and fun—whether you're a beginner or tech enthusiast.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/large-language-model-llm-talk-7171278"},"episode":{"title":"Context Engineering","slug":"context-engineering","published_at":"2026-01-21T05:46:51+00:00","page_url":"https://stenobird.com/podcast/large-language-model-llm-talk-7171278/context-engineering","show_page_url":"https://stenobird.com/podcast/large-language-model-llm-talk-7171278","url":"https://podcasters.spotify.com/pod/show/jack1505/episodes/Context-Engineering-e3dvbk3","audio_url":"https://anchor.fm/s/ffe783a8/podcast/play/114322499/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-0-21%2F8aaf832f-679e-d645-f36f-f01d09b932c6.m4a","summary":"Context engineering is the system-level discipline of architecting the dynamic information environment for AI models. Unlike prompt engineering, which focuses on phrasing specific instructions, context engineering programmatically assembles the model's "working memory" using retrieved data, tool outputs, and conversation history. It employs strategies like selection, compression, and ordering to manage token limits and prevent "context rot." By orchestrating how information is filtered and presented at runtime, context engineering ensures LLMs remain grounded and reliable for complex, long-horizon tasks, effectively serving as the operating system for agentic AI.","meta_description":"Context engineering is the system-level discipline of architecting the dynamic information environment for AI models. Unlike prompt engineering, which foc…","key_points":[],"chapters":[],"topics":[],"duration_seconds":838,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/large-language-model-llm-talk-7171278/episodes/context-engineering/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/large-language-model-llm-talk-7171278/context-engineering.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}