Autonomous coding agents hit the ARM stage with OpenAI Symphony + Linear
The Gist
- Alessio Fanelli runs fully autonomous coding agents using OpenAI Symphony + Linear
- Agents handle dev lifecycle with zero babysitting, tracking token costs per task
- Codex autonomously scouts $10K Pokémon cards on eBay for Merlin Games
- New category of small business enabled by AI agent workflows
Key Quotes
Purging your CLAUDE.md probably needs a full purge, not more instructions.
AI just made possible a new category of small business by automating tasks like $10K Pokémon card scouting.
Key Insights
- OpenAI Symphony + Linear enables fully autonomous coding workflows with zero babysitting, where Linear acts as a state machine and Symphony manages agents throughout the development lifecycle.
- Codex can autonomously browse eBay, extract PSA certificate numbers, and flag underpriced Pokémon cards ($10K–$20K range) for small businesses like Merlin Games.
- Agent manager is a better mental model than agent prompter for scaling autonomous AI workflows.
- Local Mac Minis don’t scale for AI workflows, and cloud VPS unlocks better performance and scalability.
- Purging skills files (like CLAUDE.md) entirely, rather than adding more instructions, can improve agent performance.
- AI enables a new category of small businesses by automating high-value, repetitive tasks like price scouting.
Actionable Takeaways
- Adopt an agent manager mindset (vs. prompter) to scale autonomous AI workflows.
- Use cloud VPS over local machines (e.g., Mac Minis) for scalable AI agent deployments.
- Purge outdated or bloated skills files (e.g., CLAUDE.md) to improve agent efficiency.
- Explore AI for automating high-value, repetitive tasks in small business operations (e.g., price scouting).
Data Points
- 221 million tokens (Token cost tracking per task in OpenAI Symphony workflows.)
- $10K–$20K (Price range of Pokémon cards autonomously scouted by Codex on eBay.)
RevBots.ai View:
ARM-stage companies are already running fully autonomous agent workflows that replace entire manual processes, not just sprinkling AI features.
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