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llm-keys-ui 0.1

Release: llm-keys-ui 0.1 This plugin solves a very specific problem. I've started using Codex Remote to run coding agents on various machines while controlling them from my phone. Sometimes I use those machines to hack on LLM projects, and occasionally that means I need to configure an API key. I don't like pasting API keys into agent sessions, so I wanted a way to get those keys onto a machine…

We haven't written up this one. Simon Willison has the full story — the link below goes straight to it.

Read the original at simonwillison.net →

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JEV assisted LLM Trading

We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour, a vision model looks at three forex charts and decides whether our bot should buy, sell, or sit out.

  • Geminisnapflash is a Python trading bot making hourly forex decisions.
  • JEV, a System-One model, grades the bot's directional calls for consistency.
  • JEV's verdict is recorded and compared with the bot's actual trade direction.

Seven Controls to Put in Place Before an AI Agent Gets Production Access

AI agents cross a line that ordinary chat systems do not: they connect probabilistic decisions to real actions. An agent that can read mail, update a record, run a tool, or spend money is part of your…

  • Distinguish between reading data, recommending actions, and executing them with separate checkpoints
  • Assign each tool narrow permissions: limited resources, operations, duration, and environment

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