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How I run autonomous coding agents from my phone with OpenAI Symphony + Linear

Alessio Fanelli, founder of Kernel Labs and co-host of Latent Space podcast, walks us through two very different AI workflows: (1) a fully autonomous coding setup using OpenAI Symphony + Linear, where Linear acts as a state machine and Symphony manages agents through the whole dev lifecycle with zero babysitting; (2) Codex with browser access searching eBay for underpriced Pokémon cards—autonomously browsing, extracting PSA certificate numbers, and flagging deals on $10K–$20K cards for his San Carlos card shop, Merlin Games. *What you’ll learn:* 1. Why “agent manager” is a better mental model than “agent prompter” 2. Why local Mac Minis don’t scale, and what a cloud VPS unlocks 3. How to wire Symphony and Linear together as an agent state machine 4. How to track token costs per task (and what 221 million tokens buys you) 5. What Glimpse does, and why better agent senses extend autonomous runs 6. Why your CLAUDE.md probably needs a full purge, not more instructions 7. How Codex scouts underpriced $10K Pokémon cards on eBay at scale 8. The new category of small business that AI just made possible *Brought to you by:* Firecrawl—Power AI agents with clean web data: https://firecrawl.dev/?utm_source=newsletter&utm_medium=partner&utm_campaign=how_i_ai Jira Product Discovery—Prioritize with insights, build with confidence: https://atlassian.com/howiai *In this episode, we cover:* (00:00) Intro (02:24) Prompter vs. agent manager (04:31) Live demo: Symphony + Linear (09:31) Setting up Symphony (14:15) Purging your skills files (18:06) The benefits of this system (19:10) Demo: Using Codex to hunt for Pokémon cards (24:17) The benefit of AI for small businesses (28:23) Lightning round *Blog and detailed workflow walkthroughs from this episode:* How Alessio Fanelli uses Open AI Symphony for Autonomous Coding and Pokémon Card Trading Workflows: https://www.chatprd.ai/how-i-ai/alessio-fanelli-uses-open-ai-symphony-for-autonomous-coding-and-pokemon-card-trading ↳ Build an AI Agent to Find Underpriced Pokémon Cards for Arbitrage: https://www.chatprd.ai/how-i-ai/workflows/build-an-ai-agent-to-find-underpriced-pok-mon-cards-for-arbitrage ↳ Automate Software Development with an AI Agent Manager using OpenAI Symphony and Linear: https://www.chatprd.ai/how-i-ai/workflows/automate-software-development-with-an-ai-agent-manager-using-openai-symphony-and-linear *Tools referenced:* • OpenAI Codex: https://openai.com/codex • OpenAI Symphony (open-source framework): https://github.com/openai/symphony • Linear (project management/agent state machine): https://linear.app • PSA (Professional Sports Authenticator) grading: https://www.psacard.com • TCGplayer (card pricing): https://www.tcgplayer.com • eBay (used for card price scouting): https://www.ebay.com *Other references:* • Meta Ray-Ban glasses: https://www.ray-ban.com/usa/ray-ban-meta-smart-glasses • The Monk and the Riddle by Randy Komisar: https://www.amazon.com/Monk-Riddle-Creating-Making-Living/dp/1578516447/ref=sr_1_1 • The Divine Comedy by Dante Alighieri: https://www.amazon.com/dp/0451208633 • AS Roma (football club Alessio and Claire are both fans of): https://www.asroma.com/en *Where to find Alessio Fanelli:* X: https://x.com/FanaHOVA Latent Space podcast: https://www.latent.space/ *Where to find Claire Vo:* ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._

Claire VohostAlessio Fanelliguest
Jul 6, 202635mWatch on YouTube ↗

Episode Details

EPISODE INFO

Released
July 6, 2026
Duration
35m
Channel
How I AI
Watch on YouTube
▶ Open ↗

EPISODE DESCRIPTION

Alessio Fanelli, founder of Kernel Labs and co-host of Latent Space podcast, walks us through two very different AI workflows: (1) a fully autonomous coding setup using OpenAI Symphony + Linear, where Linear acts as a state machine and Symphony manages agents through the whole dev lifecycle with zero babysitting; (2) Codex with browser access searching eBay for underpriced Pokémon cards—autonomously browsing, extracting PSA certificate numbers, and flagging deals on $10K–$20K cards for his San Carlos card shop, Merlin Games. *What you’ll learn:*

  1. Why “agent manager” is a better mental model than “agent prompter”
  2. Why local Mac Minis don’t scale, and what a cloud VPS unlocks
  3. How to wire Symphony and Linear together as an agent state machine
  4. How to track token costs per task (and what 221 million tokens buys you)
  5. What Glimpse does, and why better agent senses extend autonomous runs
  6. Why your CLAUDE.md probably needs a full purge, not more instructions
  7. How Codex scouts underpriced $10K Pokémon cards on eBay at scale
  8. The new category of small business that AI just made possible

*Brought to you by:* Firecrawl—Power AI agents with clean web data: https://firecrawl.dev/?utm_source=newsletter&utm_medium=partner&utm_campaign=how_i_ai Jira Product Discovery—Prioritize with insights, build with confidence: https://atlassian.com/howiai *In this episode, we cover:* (00:00) Intro (02:24) Prompter vs. agent manager (04:31) Live demo: Symphony + Linear (09:31) Setting up Symphony (14:15) Purging your skills files (18:06) The benefits of this system (19:10) Demo: Using Codex to hunt for Pokémon cards (24:17) The benefit of AI for small businesses (28:23) Lightning round *Blog and detailed workflow walkthroughs from this episode:* How Alessio Fanelli uses Open AI Symphony for Autonomous Coding and Pokémon Card Trading Workflows: https://www.chatprd.ai/how-i-ai/alessio-fanelli-uses-open-ai-symphony-for-autonomous-coding-and-pokemon-card-trading ↳ Build an AI Agent to Find Underpriced Pokémon Cards for Arbitrage: https://www.chatprd.ai/how-i-ai/workflows/build-an-ai-agent-to-find-underpriced-pok-mon-cards-for-arbitrage ↳ Automate Software Development with an AI Agent Manager using OpenAI Symphony and Linear: https://www.chatprd.ai/how-i-ai/workflows/automate-software-development-with-an-ai-agent-manager-using-openai-symphony-and-linear *Tools referenced:*

*Other references:*

*Where to find Alessio Fanelli:* X: https://x.com/FanaHOVA Latent Space podcast: https://www.latent.space/ *Where to find Claire Vo:* ChatPRD: https://www.chatprd.ai/ Website: https://clairevo.com/ LinkedIn: https://www.linkedin.com/in/clairevo/ X: https://x.com/clairevo _Production and marketing by https://penname.co/._ _For inquiries about sponsoring the podcast, email jordan@penname.co._

SPEAKERS

  • Claire Vo

    host

    Product leader and host of the "How I AI" podcast.

  • Alessio Fanelli

    guest

    Founder of Kernel Labs and co-host of the Latent Space podcast.

EPISODE SUMMARY

In this episode of How I AI, featuring Claire Vo and Alessio Fanelli, How I run autonomous coding agents from my phone with OpenAI Symphony + Linear explores running cloud coding agents via Symphony, Linear, and mobile management workflows Alessio explains the shift from being an “agent prompter” to an “agent manager,” using Linear as the state machine and source of truth for long-running autonomous coding work.

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