{"podcast":{"title":"How I AI","slug":"how-i-ai-7304222","podcast_index_feed_id":7304222,"rss_url":"https://anchor.fm/s/1035b1568/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/pen-name","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/43412682/43412682-1743896356244-0f4bd1d0374d2.jpg","author":"Claire Vo","episode_count":107,"summary":"How I AI, hosted by Claire Vo, is for anyone wondering how to actually use these magical new tools to improve the quality and efficiency of their work. In each episode, guests will share a specific, practical, and impactful way they’ve learned to use AI in their work or life. Expect 30-minute episodes, live screen sharing, and tips/tricks/workflows you can copy immediately. If you want to demystify AI and learn the skills you need to thrive in this new world, this podcast is for you.","last_synced_at":"2026-09-08T00:17:19.140904+00:00","page_url":"https://stenobird.com/podcast/how-i-ai-7304222"},"episode":{"title":"How I run autonomous coding agents from my phone with OpenAI Symphony + Linear | Alessio Fanelli (Kernel Labs)","slug":"how-i-run-autonomous-coding-agents-from-my-phone-with-openai-symphony-linear-alessio-fanelli-kernel-labs","published_at":"2026-07-06T11:00:00+00:00","page_url":"https://stenobird.com/podcast/how-i-ai-7304222/how-i-run-autonomous-coding-agents-from-my-phone-with-openai-symphony-linear-alessio-fanelli-kernel-labs","show_page_url":"https://stenobird.com/podcast/how-i-ai-7304222","url":"https://podcasters.spotify.com/pod/show/pen-name/episodes/How-I-run-autonomous-coding-agents-from-my-phone-with-OpenAI-Symphony--Linear--Alessio-Fanelli-Kernel-Labs-e3lj6bn","audio_url":"https://anchor.fm/s/1035b1568/podcast/play/122312503/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-6-2%2F427261102-44100-2-dce39f6a892e9.mp3","summary":"Move from being an AI prompter to an agent manager by using Linear as a state machine for autonomous coding. Learn how to orchestrate complex workflows using OpenAI Symphony and automate niche business tasks like Pokémon card arbitrage.","meta_description":"Learn how to run autonomous coding agents using OpenAI Symphony and Linear, and how to use Codex for automated eBay price scouting.","key_points":["Main idea: Shift your mental model from 'prompting' to 'agent management' to handle complex, multi-step engineering tasks","Practical takeaway: Use Linear as a state machine to track agent progress, acceptance criteria, and historical context","Failure mode: Avoid bloated CLAUDE.md or skill files; frequent purges are necessary to prevent models from following outdated or vague instructions","Practical takeaway: Deploy agents on cloud VPS instead of local Mac Minis to achieve true scalability and 24/7 autonomy","Main idea: AI agents can create entirely new small business categories by automating high-bandwidth, manual tasks like price scouting"],"chapters":[{"start_ms":60000,"title":"The Shift to Autonomous Workflows","summary":"An introduction to using AI to reclaim human clock time by automating repetitive, high-bandwidth tasks."},{"start_ms":240000,"title":"Prompter vs. Agent Manager","summary":"Discussing the evolution from manual prompting to managing mobile-accessible, hosted agent environments."},{"start_ms":360000,"title":"Engineering with Symphony and Linear","summary":"A deep dive into using Linear for task tracking and Symphony for managing agent workflows and acceptance criteria."},{"start_ms":660000,"title":"Scaling Agent Infrastructure","summary":"Why moving from local machines to cloud VPS is essential for running persistent, autonomous agents."},{"start_ms":840000,"title":"Managing Context and Skill Files","summary":"The importance of purging markdown files and maintaining clean, specific instructions to prevent agent drift."},{"start_ms":1140000,"title":"Automating Niche Arbitrage","summary":"How Codex can autonomously browse eBay to identify underpriced Pokémon cards for a specialized card shop."},{"start_ms":1620000,"title":"The Future of AI-Driven Small Business","summary":"Reflecting on how AI creates leverage for small businesses by automating manual data extraction and monitoring."}],"topics":["OpenAI Symphony","Linear","Autonomous Agents","AI Orchestration","Software Engineering Automation","Agentic Workflows","Web Scraping","Small Business Automation"],"duration_seconds":2154,"processing_state":"processed","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/how-i-ai-7304222/episodes/how-i-run-autonomous-coding-agents-from-my-phone-with-openai-symphony-linear-alessio-fanelli-kernel-labs/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/how-i-ai-7304222/how-i-run-autonomous-coding-agents-from-my-phone-with-openai-symphony-linear-alessio-fanelli-kernel-labs.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}