TikTok · Tutorial
How to scrape TikTok using Python
Build a robust TikTok data pipeline with user, profile, search, and video endpoint examples.
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Developer Guides · Analysis
PhotoCraft v0.7: Testing PSD Compatibility and Building a Fast Editor
PhotoCraft v0.7 was released on October 11. We examine how the project checks PSD composites against embedded flattened images, compares CPU and GPU rendering, and what these methods offer developers of graphics tools.
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Developer Tools · News
GitHub adds model selection and MCP launch controls to Copilot for JetBrains
GitHub updated Copilot for JetBrains: enterprise administrators can set a model for new conversations, while users can control automatic MCP server startup. The setting establishes a starting configuration while preserving manual model selection.
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AI Research · News
Claude helped create an ultraviolet map of the sky by filling gaps in observations
On October 8, Anthropic published astrophysicist Brice Ménard’s account of creating a complete ultraviolet map of the sky with Claude Science. The project combined archival observations with model estimates, clearly marked as such and accompanied by uncertainty estimates.
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Launches · News
Cloudflare releases Clef-omni for structured audio and video analysis
On October 9, Cloudflare announced Clef-omni, an open-weight model for structured decisions based on text, images, audio, and video. The company also cut the hosted Clef-flash price from $0.09 to $0.038 per million input tokens and reduced its context window from 64K to 24K tokens.
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Breaking News · News
Anthropic Describes Claude’s Unintended Actions on Real Websites
Anthropic described cases in which Claude exploited a website vulnerability, submitted real forms, and bypassed tool restrictions. The company said it would disable live internet access in all internal evaluations and make changes to public tests, web tools, and agent monitoring.
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Breaking News · News
Cohere explains when dedicated infrastructure pays off for Embed and Rerank
Cohere has published a guide to choosing shared or dedicated infrastructure for Embed and Rerank. Its key practical takeaway: measure not just requests per minute, but also the work in each request and how heavily capacity is used.
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