GenAI PM
person9 mentions· Updated May 9, 2026

Carl Vellotti

Carl Vellotti is associated with Team OS and AI workflow design. Here he is cited for tracking the shift from vibe coding prototypes to a team-oriented AI operating system.

Key Highlights

  • Carl Vellotti is associated with turning Claude Code from a personal productivity tool into a team-oriented AI operating system.
  • He is frequently cited for practical PM workflows such as PRD generation, Slack and meeting analysis, and tool integrations across Jira, Figma, and Google Docs.
  • His examples show that AI can dramatically raise individual output while exposing bottlenecks in meetings, governance, and team process.
  • He advocates building AI systems from real workflow friction rather than over-designing automations before they are needed.
  • His workshop and course materials helped popularize structured adoption of coding agents among PMs and cross-functional teams.

Carl Vellotti

Overview

Carl Vellotti is a practitioner and educator focused on applying AI tools—especially Claude, Claude Code, and related workflow infrastructure—to product management and team operations. Across newsletter mentions, he appears less as a traditional public figure and more as a hands-on operator documenting how PMs and cross-functional teams can move from isolated AI experimentation toward repeatable systems for writing specs, automating routine work, and redesigning collaboration.

For AI Product Managers, Vellotti matters because his examples consistently sit at the intersection of individual leverage and organizational design. His work spans personal productivity systems, tool integrations across Jira/Figma/Slack/Google Docs, browser automation, prompt and workspace setup, and the broader idea of a “team AI OS.” The throughline is practical: AI can dramatically increase output, but without new operating models, teams may simply create more artifacts and meetings instead of shipping faster.

Key Developments

  • 2026-01-04: Demonstrated Claude Code for Chrome in a customer service workflow, showing an AI agent autonomously navigating websites, taking screenshots, and interacting with UI elements to resolve a refund dispute end to end.
  • 2026-02-11: Alongside Aman Khan, shared a complete Claude Code workspace setup for PMs, including configuration files and prompts intended to make replication easy.
  • 2026-02-17: Released a Claude Code skill file designed to learn a user’s writing voice and flag AI-generated phrasing or “AI-isms” after initial setup.
  • 2026-03-03: Demoed four ways to connect Claude Code to work tools—direct APIs, MCP servers, CLI tools, and a Chrome extension—across systems like Jira, Figma, Slack, and Google Docs; highlighted CLI tools as a low-overhead “hidden gem.”
  • 2026-03-15: His Claude Code course was recommended by Marc Baselga as pre-work for teams adopting coding agents, framed as a way to reduce overwhelm and establish a strong foundation.
  • 2026-03-18: Used Anthropic’s Claude to analyze a week of Slack messages and meeting transcripts, identify inefficiencies such as unnecessary meetings and redundant updates, and codify routines in a CLAUDE.md file.
  • 2026-04-22: Shared a lesson from over-engineering unused Claude Code setups: let systems emerge from real friction, and automate only after a task has been repeated manually several times.
  • 2026-05-01: Reported that AI helped him triple individual output, including writing 14 PRDs in one week with Claude Code, while also showing that team process overhead can swell dramatically without improving the two-week shipping cycle.
  • 2026-05-09: His workshop reached #1 on Maven and was cited for tracing the shift from early-2025 “vibe coding” prototypes with Cursor and Claude Code to a late-2025 model where engineers use AI for specs, docs, and coordination—described as a “team AI OS.”

Relevance to AI PMs

1. He offers a concrete playbook for PM workflow automation. Vellotti’s examples cover spec generation, writing-system tuning, message analysis, workspace setup, and integrations with everyday PM tools. AI PMs can use these patterns to reduce manual overhead in documentation, stakeholder updates, and prep work.

2. He highlights the gap between individual AI gains and team-level throughput. One of the clearest lessons from his mentions is that producing more PRDs or artifacts does not automatically shorten delivery cycles. AI PMs can use this insight to redesign rituals, approvals, and governance alongside tooling.

3. He frames AI adoption as an operating-system problem, not just a prompt problem. The evolution from one-off demos to a “team AI OS” is especially relevant for PMs responsible for scaling AI usage across teams. His work suggests PMs should standardize memory files, tool access, repeatable workflows, and automation rules rather than rely only on ad hoc experimentation.

Related

  • Claude / Claude Code: The core AI systems most closely associated with Vellotti’s demos, workflows, and training materials.
  • CLAUDE.md: A recurring artifact in his approach for encoding routines, context, and operating instructions for AI-assisted work.
  • Cursor: Referenced in the broader transition from “vibe coding” prototypes to more structured team workflows.
  • Jira, Figma, Slack, Google Docs: Key tools he connects to Claude Code, making his work especially relevant to day-to-day PM operations.
  • Claude Code for Chrome / browser automation: Important examples of end-to-end agentic workflows beyond text generation.
  • PRDs: A central use case in his examples, especially around scaling PM documentation output.
  • Peter Yang: Amplified and discussed Vellotti’s Claude Code integration ideas.
  • Aman Khan: Collaborated with Vellotti on a reproducible Claude Code setup for PMs.
  • team-ai-os: The broader concept Vellotti is associated with: moving from individual AI productivity hacks to a shared team operating model.

Newsletter Mentions (9)

2026-05-09
in 🥞 Carl Vellotti ’s workshop just hit #1 on Maven. He tracks AI’s evolution from Feb 2025 “vibe coding” prototypes with Cursor and Claude Code to Oct 2025 engineers using these tools for specs and docs—ushering in a “team AI OS.”

in 🥞 Carl Vellotti ’s workshop just hit #1 on Maven. He tracks AI’s evolution from Feb 2025 “vibe coding” prototypes with Cursor and Claude Code to Oct 2025 engineers using these tools for specs and docs—ushering in a “team AI OS.”

2026-05-01
Carl Vellotti tripled individual output with AI—using Claude Code to write 14 PRDs in one week—but daily standups, weekly retros, and monthly governance reviews ballooned meeting time from 6 to 19 hours without reducing the two-week ship cycle.

#16 in Carl Vellotti tripled individual output with AI—using Claude Code to write 14 PRDs in one week—but daily standups, weekly retros, and monthly governance reviews ballooned meeting time from 6 to 19 hours without reducing the two-week ship cycle.

2026-04-22
Carl Vellotti admits he wasted weekends perfecting unused Claude Code setups and shares how to avoid this: let your system grow from real friction (not upfront planning) and only automate tasks after repeating them manually several times.

#21 in 🥞 Carl Vellotti admits he wasted weekends perfecting unused Claude Code setups and shares how to avoid this: let your system grow from real friction (not upfront planning) and only automate tasks after repeating them manually several times.

2026-03-18
Carl Vellotti used Anthropic’s Claude to parse a week of his Slack messages and meeting transcripts, identify inefficiencies (like unnecessary meetings and redundant status updates), and codify his PM routines in a CLAUDE.md file.

#22 𝕏 Tal Raviv uses Anthropic’s Claude to automate his core PM workflows—drafting specs, prioritizing backlogs, and generating roadmaps—arguing that Claude now outperforms him so fully he might as well “give away his Legos.” #23 in Carl Vellotti used Anthropic’s Claude to parse a week of his Slack messages and meeting transcripts, identify inefficiencies (like unnecessary meetings and redundant status updates), and codify his PM routines in a CLAUDE.md file.

2026-03-15
#4 in Marc Baselga found that teams adopt coding agents best by starting with one specific workflow and assigning Carl Vellotti’s CC Course as pre-work to prevent overwhelm and build a solid foundation.

Today's top 12 insights for PM Builders, ranked by relevance from X, LinkedIn, and Blogs. Ramp Ships 500+ Features Using Claude Code #4 in Marc Baselga found that teams adopt coding agents best by starting with one specific workflow and assigning Carl Vellotti’s CC Course as pre-work to prevent overwhelm and build a solid foundation.

2026-03-03
#10 in 🥞 Carl Vellotti demos four ways to connect Claude Code (Direct APIs, MCP servers, CLI tools, Chrome extension) to tools like Jira, Figma, Slack and Google Docs—highlighting CLI tools as the zero-token, zero-context “hidden gem.” Also covered by: @Peter Yang

#10 in 🥞 Carl Vellotti demos four ways to connect Claude Code (Direct APIs, MCP servers, CLI tools, Chrome extension) to tools like Jira, Figma, Slack and Google Docs—highlighting CLI tools as the zero-token, zero-context “hidden gem.” Also covered by: @Peter Yang #11 in Peter Yang shares Carl’s top five Claude Code integrations—Google Workspace for meeting prep, Linear for ticket creation, Slack for status updates, and Reddit for monitoring. Also covered by: @Peter Yang

2026-02-17
in Carl Vellotti released a Claude Code skill file that permanently learns your writing voice and auto-flags AI-isms after a single use, with simple paste-in setup instructions.

#9 in Carl Vellotti released a Claude Code skill file that permanently learns your writing voice and auto-flags AI-isms after a single use, with simple paste-in setup instructions. Join his 24,000+ PM Builders community at fullstackpm.com/subscribe. #10 📝 Simon Willison Rodney and Claude Code - Simon describes using Anthropic's Claude Code via native desktop apps (iPhone and Mac) and highlights a useful feature: Claude Desktop can display images it's "viewing" using a Read tool, providing visual previews while the agent works.

2026-02-11
Carl Vellotti and Aman Khan reveal their complete Claude Code space setup for PMs. They include all configuration files and exact prompts so you can replicate the workspace instantly.

#6 in Carl Vellotti and Aman Khan reveal their complete Claude Code space setup for PMs. They include all configuration files and exact prompts so you can replicate the workspace instantly.

2026-01-04
Automating customer service with Claude Code for Chrome : In a real-world demo, Carl Vellotti shows how the newly released Claude Code Chrome extension can autonomously navigate web pages, take screenshots, and interact with elements to resolve a refund dispute—highlighting the potential for AI agents to handle routine tasks end to end.

From LinkedIn • Deeper Insights AI Tools & Applications Automating customer service with Claude Code for Chrome : In a real-world demo, Carl Vellotti shows how the newly released Claude Code Chrome extension can autonomously navigate web pages, take screenshots, and interact with elements to resolve a refund dispute—highlighting the potential for AI agents to handle routine tasks end to end. Product Management Insights & Strategies Embracing end-to-end building : Ryan Rozich argues that AI is reshaping software development beyond code, requiring PMs to be full-stack builders. The future belongs to those who can write, ship, and iterate with AI—fostering a “figure it out” mindset rather than relying solely on process. Mastering Context Engineering : A core AI PM skill, Paweł Huryn presents a six-part template—Instructions, Requirements, Knowledge, Memory, Tools, and Tool Results—to ensure AI agents understand business intent and context.

Related

Claude Codetool

Anthropic’s coding product/blog referenced in a customer story about Cognition’s use of Claude Fable 5. For AI PMs, it highlights enterprise coding adoption narratives.

Claudetool

Anthropic’s assistant and coding tool, discussed here in both the Reflection dashboard and a physical-AI deployment at UST. The newsletter highlights its usage analytics, workflow suggestions, and enterprise integration.

Cursortool

A code editor and AI agent workspace that introduced Side Chats and cloud agent hooks in this newsletter. For AI PMs, it shows how copilots are evolving into persistent, context-aware agent threads.

Peter Yangperson

A PM/influencer who shares practical AI workflow experiments around planning, design, and execution. He is cited using Fable, Claude Design, and GPT-5.6 together in a product-building workflow.

Figmacompany

A collaborative design platform referenced as an example of broad enterprise SaaS that may remain resilient in the AI era. It is contrasted with niche single-purpose products.

Slacktool

A workplace messaging platform used as a source of context, feedback, and automated triggers inside agent workflows. In this newsletter it is a key integration for product operations.

Claude.mdtool

A steering file used to guide Claude Code behavior through repository-specific instructions. It is part of a broader control surface for agent workflows.

Aman Khanperson

A speaker or participant in a Zoom session about AI-fluency PM interviews. He is referenced in the same context as Ben Erez and Tal Raviv.

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