The Neuron
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1 week ago
A Python framework called claude-real-video lets AI models process videos by extracting only the frames that change, rather than sampling at fixed intervals, with local processing that keeps the source video on your machine. The free version detects scene changes and removes duplicates to reduce frame count from 58 to 26 in a sample clip; the paid Pro version adds cinematography analysis and timestamps for non-visual elements like gestures and sound, priced at $19 through July 31 then $29 afterward. Users can now feed videos to Claude, ChatGPT, or Gemini with fewer, more meaningful frames and a transcript, reducing token costs while improving understanding compared to fixed-interval sampling or transcript-only approaches.
The Neuron
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1 week ago
Eve is a filesystem-first framework for building AI agents where core capabilities are organized in conventional directory structures to simplify inspection and extension. A new agent is created with `npx eve@latest init my-agent`, which generates a project scaffold with folders for instructions, tools, skills, channels, and schedules. The framework allows developers to define agent behavior through markdown files and TypeScript functions stored directly in the filesystem rather than through configuration APIs.
The Neuron
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1 week ago
Cloudflare introduced a new classification system for AI crawlers that divides them into three categories—Search, Agent, and Training—allowing website owners to manage different types of automated traffic separately rather than blocking all AI bots at once. Starting September 15, 2026, new domains will have Training and Agent crawlers blocked by default on ad-supported pages, while Search crawlers remain allowed. Website owners can now grant different permissions based on how bots use content, ranging from immediate interaction-only access to full reproduction rights, giving them finer control over their content's use in AI systems.
