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iphone-use: let an AI agent drive a real iPhone (open source)

Lots of apps have no API: banking, payment, health, chat. However good an AI agent is, it couldn't operate them for you. iphone-use hands a real iPhone to an AI agent: it reads the screen as text…

  • iphone-use connects real iPhone to AI agents via HTTP API
  • Daemon runs on Mac, controls iPhone without interfering screen
  • Performance metrics track each action for optimization

I run Bittensor miners. Here's what paying for measured output actually does.

I operate miner neurons on several Bittensor subnets. Not as an investment, as an operator. I run infrastructure that competes daily against other operators for work that a subnet's scoring code…

  • Payment based on measurement can shape behavior in Bittensor subnets.
  • Inactive subnets are routinely removed to maintain ecosystem health.
  • Vesting schedules encourage operators to consider long-term viability.

Building an Edge-Agentic Commit Analyzer: Crushing Gritty Errors in Local Environments

Building an Edge-Agentic Commit Analyzer: Crushing Gritty Errors in Local Environments Behind the Scenes: The Gritty Errors and How We Crushed Them The journey of building this tool was anything but…

  • Edge-Agentic Commit Analyzer developed to identify local environment issues
  • Developers overcame subprocess handling and encoding errors
  • Hybrid evaluation layer balances LLM simulation and production needs

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