{"podcast":{"title":"The New Stack Podcast","slug":"the-new-stack-podcast-1092634","podcast_index_feed_id":1092634,"rss_url":"https://feeds.simplecast.com/IgzWks06","website_url":"https://thenewstack.simplecast.com","image_url":"https://image.simplecastcdn.com/images/1425ebfd-95bd-4a66-b963-a0b885c75680/bb688835-10e4-4197-b01f-34221ccb5d38/3000x3000/tns-makers-logo-simplecast.jpg?aid=rss_feed","author":"The New Stack Podcast","episode_count":300,"summary":"The New Stack Podcast is all about the developers, software engineers and operations people who build at-scale architectures that change the way we develop and deploy software. For more content from The New Stack, subscribe on YouTube at: https://www.youtube.com/c/TheNewStack","last_synced_at":"2026-07-08T06:18:52.955116+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634"},"episode":{"title":"Cut AI token usage by 96%? Here’s how AWS Strands Agents does it.","slug":"cut-ai-token-usage-by-96-here-s-how-aws-strands-agents-does-it","published_at":"2026-04-29T17:00:00+00:00","page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/cut-ai-token-usage-by-96-here-s-how-aws-strands-agents-does-it","show_page_url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634","url":"https://thenewstack.simplecast.com/episodes/cut-ai-token-usage-by-96-heres-how-aws-strands-agents-does-it-4eL8vcdi","audio_url":"https://cdn.simplecast.com/media/audio/transcoded/317e9dbc-9a52-4da7-9725-c4578874b757/5672b58f-7201-4e0e-b0af-da702259d97f/episodes/audio/group/58ac87af-7f3c-4a29-a313-28faf7373e3d/group-item/01d22618-d502-469b-8e66-b9b792ed6982/128_default_tc.mp3?aid=rss_feed&feed=IgzWks06","summary":"In this episode of The New Stack Makers, AWS developer advocate Morgan Willis demonstrates Strands Agents, an open source agentic framework with rapid adoption since its launch. Using a simple accounting API, she walks through three approaches to retrieving a customer’s latest invoice, highlighting how design choices dramatically impact efficiency. The initial method maps each API endpoint to a separate tool, requiring five chained calls and consuming about 52,000 tokens. By shifting to intent-based tools—focused on outcomes rather than individual data operations—the same task is completed in a single call using just 2,000 tokens, improving both efficiency and reasoning.","meta_description":"In this episode of The New Stack Makers, AWS developer advocate Morgan Willis demonstrates Strands Agents, an open source agentic framework with rapid ado…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1686,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/the-new-stack-podcast-1092634/episodes/cut-ai-token-usage-by-96-here-s-how-aws-strands-agents-does-it/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/the-new-stack-podcast-1092634/cut-ai-token-usage-by-96-here-s-how-aws-strands-agents-does-it.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}