Episode

Why Your AI Tools Keep Failing — And the Fix Is Simpler Than You Think | Marvin Martinez, Bandsaw AI

Podcast
Localization Fireside Chat
Published
Jun 1, 2026
Duration seconds
3177
Processing state
not_requested
Canonical source
https://localization-fireside-chat.simplecast.com/
Audio
https://injector.simplecastaudio.com/c8aa31f0-d844-41b4-b47c-0f62cf9a13ca/episodes/884a7598-1d99-4745-bfb5-064b85511525/audio/128/default.mp3?aid=rss_feed&awCollectionId=c8aa31f0-d844-41b4-b47c-0f62cf9a13ca&awEpisodeId=884a7598-1d99-4745-bfb5-064b85511525&feed=1okyeol6
JSON
/v1/public/podcasts/localization-fireside-chat-6037984/episodes/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai
Markdown
/podcast/localization-fireside-chat-6037984/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai.md

Actions

  • POST https://stenobird.com/v1/public/podcasts/localization-fireside-chat-6037984/episodes/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai/transcription-requests
    Idempotently request low-priority transcript generation for this episode.
  • GET https://stenobird.com/podcast/localization-fireside-chat-6037984/why-your-ai-tools-keep-failing-and-the-fix-is-simpler-than-you-think-marvin-martinez-bandsaw-ai.md
    Read the agent-friendly Markdown representation of this episode resource.

Summary

Marvin Martinez, founder of Bandsaw AI, breaks down why most AI implementations fail and shares the practical difference between a tool, a workflow, and an AI agent — with real deployed examples from a locksmith, a staffing firm, and more.