Aakash Gupta

Automate Your Entire Work Life With Claude Code — No Coding Needed

Dave Killeen is the Field CPO at Pendo.io with 25 years in product. He built a personal operating system called DEX in Claude Code that runs his entire workday from one terminal command, pulling from his calendar, CRM, meeting notes, LinkedIn, YouTube, and 120 newsletters. In this episode, he walks through the full system live on screen and shows you how to build your own. Full Writeup: https://www.news.aakashg.com/p/dave-killeen-podcast Transcript: https://www.aakashg.com/the-personal-operating-system-from-pendos-field-cpo/ DEX: https://heydex.ai/ --- Timestamps: 0:00 - Intro 1:47 - Live demo of the daily plan command 5:43 - Daily plan output and account intelligence 10:13 - Ads 11:53 - Claude Code terminal vs Cursor 16:46 - From backlog idea to a full PRD 21:42 - The Claude MD file walkthrough 25:02 - Kanban board for managing PRDs 28:38 - Career planning with the career MCP server 31:00 - Ads 33:42 - Skills vs MCP servers vs hooks explained 36:36 - Intelligence scanning across YouTube and newsletters 40:11 - Hooks deep dive and session start hooks 44:58 - Pi, Open Claw, and LLM-neutral agents 49:02 - What is overhyped vs underhyped in AI tooling 52:14 - Outro --- 🏆 Thanks to our sponsors: 1. Pendo: The #1 software experience management platform - http://www.pendo.io/aakash 2. Jira Product Discovery: Plan with purpose, ship with confidence - https://www.atlassian.com/software/jira/product-discovery 3. Amplitude: The market-leader in product analytics - https://amplitude.com/session-replay?utm_campaign=session-replay-launch-2025&utm_source=linkedin&utm_medium=organic-social&utm_content=productgrowthpodcast 4. NayaOne: Airgapped cloud-agnostic sandbox - https://nayaone.com/aakash/ 5. Product Faculty: Get $550 off the AI PM Certification with code AAKASH550C7 - https://maven.com/product-faculty/ai-product-management-certification?promoCode=AAKASH550C7 --- Key Takeaways: 1. One command replaces your morning routine - Dave's daily plan slash command pulls from calendar, CRM, Granola, LinkedIn, YouTube, and 120 newsletters in five minutes. No tab switching. No manual assembly. 2. MCP servers are the key to connecting everything - Point Claude at any API documentation with your API key and it builds an MCP server for you. MCP provides structured guardrails that make the AI's behavior consistent and deterministic. 3. Skills, MCP, and hooks are three different things - Skills are plain English job descriptions for what the AI should do. MCP servers are structured integrations for connecting external services. Hooks are triggers that fire at specific conversation moments. 4. Session start hooks make the system compound - Every new Claude Code chat gets injected with weekly priorities, quarterly goals, working preferences, and past mistakes. The AI never starts from scratch. 5. Living markdown files are the compounding mechanism - Every project, person, and company gets a markdown file that accumulates context from meetings, messages, and intel over time. The more you use the system, the smarter every file becomes. 6. You can build a mobile app in 37 minutes - Dave built the full app with Claude and spent more time in Xcode publishing it. The constraint is taste, not building speed. 7. The AI should hold you accountable - Dave's Claude MD file includes "harsh truths for Dave" that the AI wrote after auditing his system. This gets injected into every session to prevent the same mistakes. 8. Career planning should compound like product data - A career MCP server collects evidence, runs gap analysis, and calculates promotion readiness. When review time comes, the evidence is already assembled. 9. Be precise about your goal, not the path - The kindest thing you can do for the AI is give it a very clear destination. Do not tell it how to get there. Let it figure out the most elegant approach itself. 10. Voice-first changes everything - Using Whisperflow or Super Whisper instead of typing fundamentally changes how you interact with Claude. You think out loud. The conversation flows. You build faster. --- 👨‍💻 Where to find Dave Killeen: LinkedIn: linkedin.com/in/davekilleen X: https://x.com/thevibepm Pendo: https://www.pendo.io DEX: https://heydex.ai/ 👨‍💻 Where to find Aakash: Twitter: https://www.x.com/aakashg0 LinkedIn: https://www.linkedin.com/in/aakashgupta/ Newsletter: https://www.news.aakashg.com #claudecode #aipm --- 🧠 About Product Growth: The world's largest podcast focused solely on product + growth, with over 200K+ listeners. 🔔 Subscribe and turn on notifications to get more videos like this.

AGAakash GuptahostDKDave Killeenguest

Mar 11, 2026·52m·Watch on YouTube ↗

📖 CHAPTERS

1. 1

   Why Claude Code is becoming a “personal operating system” (and why it beats a human assistant)

   Aakash introduces Dave Killeen and the central promise: using Claude Code to run a compounding system that automates planning, intelligence, and execution. Dave frames the key benefit as “living files” that get smarter over time and reduce cognitive load.

2. 2

   Live morning workflow: the “daily plan” command that pulls everything together

   Dave runs a single command to generate his day plan, pulling data from calendar, goals, meetings, and multiple intel feeds. The emphasis is on minimal manual work: the system gathers, summarizes, and proposes next actions.

3. 3

   Tooling stack: Cursor as a friendly front-end + voice-to-text to stay hands-free

   They clarify what viewers are seeing (Cursor) and why “everything as markdown” is so AI-friendly. Dave also explains his voice workflow and why he’s moving from Superwhisper to Whisperflow.

4. 4

   Connecting your world with MCP servers (LinkedIn, CRM, analytics, anything with an API)

   Dave explains how MCP is used as an integration layer and guardrails mechanism, often built directly from API docs. The result is a unified workspace where LinkedIn, CRM signals, newsletters, and internal analytics all flow into the same file system.

5. 5

   Making the system explain itself: Dex skills + the X-ray command (Mermaid diagrams)

   Dave introduces Dex (his open-source OS layer) and shows how “skills/commands” encapsulate repeatable workflows. The X-ray skill pulls back the curtain on how a command works, including what files it checks and what it generates if missing.

6. 6

   Claude Code in terminal vs Cursor: why hooks change everything

   Dave distinguishes between demoing in Cursor and getting maximum leverage in Claude Code’s terminal experience. Hooks—especially session start—enable automatic context injection so every new chat starts “pre-primed” with the right constraints and priorities.

7. 7

   From backlog idea to PRD: generating specs fast, then applying “taste”

   They demonstrate turning a ranked backlog item into a full PRD using Dex context, MCP data, and stronger prompting. Dave emphasizes that AI output is abundant—your job is to curate, pressure-test, and steer toward value rather than produce “infinite slop.”

8. 8

   Managing PRD overwhelm: a lightweight Kanban + local “Notion-like” UI

   To handle the flood of parallel PRDs/agents, Dave shows a locally hosted React UI that organizes cards, scores work, and recommends next steps. He also demonstrates building micro-apps on demand when the workflow becomes painful (editing, annotations, tags).

9. 9

   Career planning as part of the OS: the Career MCP server and evidence-based progression

   Dave shows how Dex can manage a personal roadmap by collecting feedback and “evidence” from meetings and work artifacts, then mapping it to quarterly/weekly goals. The system identifies gaps (e.g., strategic influence) and keeps career progress aligned with weekly execution.

10. 10

    Skills vs MCP servers vs hooks: what each does and when to use them

    They define the building blocks clearly: skills/commands are workflow “job descriptions,” MCP servers enforce deterministic integrations and formatting, and hooks automate context and learning at key moments in the session lifecycle. The takeaway is to use MCP where consistency matters and hooks where compounding matters.

11. 11

    Building your own skill live: turning a request into a reusable /command

    Dave demonstrates creating a new skill via natural language—no manual coding required. The generated skill file defines inputs, steps, filtering, and output formatting, then becomes callable as a slash command.

12. 12

    Intelligence scanning and compounding memory: why this beats standalone chatbots

    Dave details his “intel ingestion” pipeline: YouTube transcripts, newsletters, and Twitter bookmarks are pulled into markdown, clustered, and summarized for novelty and contrarian signal. They contrast this with cloud chat tools where context isn’t transparently stored, linked, and compounding across entities.

13. 13

    Hooks deep dive + continuous improvement loop (Dex improve)

    Dave explains hook patterns beyond session start, including capturing mistakes and preferences automatically to prevent repeat errors. He also shows “Dex improve,” which scans Claude Code changelogs and community chatter to recommend system upgrades and even offers to implement them.

14. 14

    Getting started + LLM-neutral agent future (Pi/OpenClaw) + hype vs underhype

    They walk through onboarding: cloning Dex from GitHub, running /setup, and connecting calendars, meeting tools, and email. Dave then discusses a direction toward LLM-neutral agent harnesses (Pi/OpenClaw) and closes with his view that OpenClaw is simultaneously overhyped and underhyped due to its long-memory, persistent-data implications.