{"podcast":{"title":"Thoughtworks Technology Podcast","slug":"thoughtworks-technology-podcast-1060653","podcast_index_feed_id":1060653,"rss_url":"https://thoughtworks.libsyn.com/rss","website_url":"https://www.thoughtworks.com/podcasts","image_url":"https://static.libsyn.com/p/assets/a/1/7/1/a171dd11ef408014e55e3c100dce7605/TWTP_icon_2021.jpg","author":"Thoughtworks","episode_count":100,"summary":"The Thoughtworks podcast plunges deep into the latest tech topics that have captured our imagination. Join our panel of senior technologists to explore the most important trends in tech today, get frontline insights into our work developing cutting-edge tech and hear more about how today's tech megatrends will impact you.","last_synced_at":"2026-07-24T06:17:02.892641+00:00","page_url":"https://stenobird.com/podcast/thoughtworks-technology-podcast-1060653"},"episode":{"title":"Context engineering: Tackling legacy systems with generative AI","slug":"context-engineering-tackling-legacy-systems-with-generative-ai","published_at":"2025-08-21T06:00:00+00:00","page_url":"https://stenobird.com/podcast/thoughtworks-technology-podcast-1060653/context-engineering-tackling-legacy-systems-with-generative-ai","show_page_url":"https://stenobird.com/podcast/thoughtworks-technology-podcast-1060653","url":"https://thoughtworks.libsyn.com/context-engineering-tackling-legacy-systems-with-generative-ai","audio_url":"https://traffic.libsyn.com/secure/thoughtworks/Blackbox_v1_mixdown.mp3?dest-id=790869","summary":"Generative AI can be incredibly powerful when it comes to legacy modernization. Not only can it help us better understand a large, aging codebase, it can even help us reverse engineer a legacy system when we don't have access to the complete source code. Doing it, though, requires a specific approach that's being described as 'context engineering'. This is something we've been exploring a lot in recent months at Thoughtworks. On this episode of the Technology Podcast, Thoughtworks' lead for AI-enabled software engineering, Birgitta Böckeler, and tech principal Chandirasekar Thiagarajan join hosts Ken Mugrage and Neal Ford to discuss how it works. They explain the process, the tools and what the work is teaching them about both generative AI and legacy modernization. Read Birgitta's blog post on reverse engineering with AI: https://www.thoughtworks.com/insights/blog/generative-ai/blackbox-reverse-engineering-ai-rebuild-application-without-accessing-code","meta_description":"Generative AI can be incredibly powerful when it comes to legacy modernization. Not only can it help us better understand a large, aging codebase, it can…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2441,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/thoughtworks-technology-podcast-1060653/episodes/context-engineering-tackling-legacy-systems-with-generative-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/thoughtworks-technology-podcast-1060653/context-engineering-tackling-legacy-systems-with-generative-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}