CodeWords is a chat-native workflow automation platform. It's the quickest way to turn your ideas into automations, simply by chatting with our AI automation assistant, Cody. Feature highlights: One-prompt building: you're always only a single prompt away from building automations that save you hours per week. 2,700+ integrations: connect to all the tools in your stack in just a couple of clicks. Automatically test, debug, and deploy workflow automations — CodeWords handles this for you. If you can think it, you can build it. Under the hood, CodeWords uses code to create your automations so you're not confined to rigid drag-and-drop nodes.

What makes CodeWords different from other automation tools like n8n, Zapier, or Make?

CodeWords is a chat-based workflow automation tool, built for everyone, regardless of technical ability. Unlike Zapier, Make, or n8n, CodeWords is based on code. This means you can be more expressive and creative with what you build, without being confined to the limits of traditional drag-and-drop tools. With automatic testing, debugging, and deploying, you're always one prompt away from automating your workflows.

How much time will I save using CodeWords?

Most automation tools require you to have deep technical knowledge to be successful. On average, the most popular automation tools take 1-3 months to learn, with continuous learning needed after that. CodeWords requires zero technical knowledge. Our non-technical users get started in 2 minutes, and build their first automation in under 10 minutes. On average, our community save 5-10 hours a week once they've finished building their workflows.

Founders, Operators, Growth engineers, Marketers, Vibe coders — CodeWords is for anyone who wants to drive business transformation, scale fast, or who enjoys beautiful and productive systems. You'll be able to fit CodeWords into your workflow, regardless of your job role or technical ability.

Does CodeWords integrate with my existing tools?

CodeWords gives you access to over 2,700 integrations. Connect to any of your favorite tools in just a couple of clicks, without any coding or technical configuration. Quickly and easily create workflow automations that make your existing tools more productive.

How to automate podcast show notes with AI workflows

Podcasters spend an average of 3-4 hours per episode on post-production tasks. Writing show notes is one of the most tedious. If you publish weekly, that's 150+ hours per year on summaries, timestamps, and links. An automated pipeline handles transcription, summarization, and publishing without manual intervention. Total hands-on time: under 2 minutes per episode.

Set up the transcription pipeline

CodeWords workflows process audio files through OpenAI's Whisper API with speaker diarization, giving you a clean transcript with speaker labels. Workflow: (1) Trigger: new audio file uploaded to Google Drive or received via webhook, (2) Transcribe: send to Whisper with word_timestamps=true, (3) Diarize: apply speaker identification to label who said what, (4) Store: save raw transcript to Airtable or database. The transcription step runs in an ephemeral sandbox — no infrastructure to manage. Audio up to 25MB processes directly; longer recordings get chunked automatically.

Generate structured show notes with LLMs

CodeWords gives you access to OpenAI, Anthropic, and Google Gemini without managing API keys. Your summarization prompt should extract: episode summary (150-200 words), key timestamps (major topic transitions), guest bio (from transcript + web search), resources mentioned (URLs verified via Firecrawl), and key takeaways (3-5 bullet points). The LLM processes the full transcript in context, using timestamps from Whisper to generate accurate time markers.

Verify links and enrich metadata

Add a verification step that: extracts all URLs mentioned in conversation (the LLM catches verbal mentions like "check out our site at..."), scrapes each URL to confirm it's live and grab the page title, searches for guest profiles on LinkedIn and Twitter, and formats everything into your show notes template. The AI Web Agent can find resources mentioned by name but not by URL.

Publish to your platform

Common destinations: WordPress/Ghost via REST API, Transistor/Buzzsprout via their APIs, Notion/Airtable for human-review before publishing, Slack draft for team approval (a thumbs-up emoji triggers publishing). With CodeWords' 500+ integrations, publish to your hosting platform, update your website, and post a teaser to social — all from one workflow trigger.

Browse automation templates for podcast workflows on CodeWords →

Aymeric Zhuo

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