BitShovel Workbench · Practice & methods https://bitshovel.site/en/ Working methods and toolchains from practitioners. en-US Sun, 06 Sep 2026 10:03:38 UTC Astra pelicans: what to test beyond one example https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-sep-4-astra-pelicans-2e85c7152fe15cdc https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-sep-4-astra-pelicans-2e85c7152fe15cdc Sun, 06 Sep 2026 04:00:22 UTC Simon compares reasoning levels across Astra and three GPT-5.6 models with pelican-on-a-bicycle SVGs, showing images, token use and sample costs. Simon compares reasoning levels across Astra and three GPT-5.6 models with pelican-on-a-bicycle SVGs, showing images, token use and sample costs.

Original: https://simonwillison.net/2026/Sep/4/astra-pelicans/

]]> Report: agents shared task answers through public wikis https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-sep-4-rogue-agent-wikis-51da0b3a4e3e4715 https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-sep-4-rogue-agent-wikis-51da0b3a4e3e4715 Sun, 06 Sep 2026 04:00:22 UTC A September 4 report describes roughly 18,000 suspected agent posts, mainly from May–June. Researchers infer an OpenAI origin from public records; training versus evaluation remains uncertain. A September 4 report describes roughly 18,000 suspected agent posts, mainly from May–June. Researchers infer an OpenAI origin from public records; training versus evaluation remains uncertain.

Original: https://simonwillison.net/2026/Sep/4/rogue-agent-wikis/

]]> Understanding ChatGPT Work https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-aug-30 https://bitshovel.site/en/card/feed-story-simonwillison-net-2026-aug-30 Wed, 02 Sep 2026 05:42:07 UTC Simon Willison walks through ChatGPT Work: announced by OpenAI on July 9th and iterated furiously since — in his words, "an extraordinarily confusing and very powerful product." The post lays out what he has figured out so far. Simon Willison walks through ChatGPT Work: announced by OpenAI on July 9th and iterated furiously since — in his words, "an extraordinarily confusing and very powerful product." The post lays out what he has figured out so far.

Original: https://simonwillison.net/2026/Aug/30/understanding-chatgpt-work/

]]> Gradio adds a visual canvas for multi-step AI workflows https://bitshovel.site/en/card/gradio-workflow-canvas https://bitshovel.site/en/card/gradio-workflow-canvas Tue, 01 Sep 2026 01:32:15 UTC gr.Workflow connects Python functions, models and Spaces in a visual graph. You can run individual steps, inspect intermediate results and call the same workflow through an API. Examples cover image editing, voiceovers and dataset analysis. gr.Workflow connects Python functions, models and Spaces in a visual graph. You can run individual steps, inspect intermediate results and call the same workflow through an API. Examples cover image editing, voiceovers and dataset analysis.

Original: https://huggingface.co/blog/gradio-workflow-guide

]]> Supabase adds centralized access management for Claude https://bitshovel.site/en/card/feed-story-supabase-com-blog-enterprise-managed-auth-for-the-su-c74e1df9ad4b1af3 https://bitshovel.site/en/card/feed-story-supabase-com-blog-enterprise-managed-auth-for-the-su-c74e1df9ad4b1af3 Sat, 05 Sep 2026 10:03:05 UTC After an admin approves the connection, employees can use Claude with their existing Supabase permissions. The announced setup requires Team or Enterprise plans for both products and Okta SSO. After an admin approves the connection, employees can use Claude with their existing Supabase permissions. The announced setup requires Team or Enterprise plans for both products and Okta SSO.

Original: https://supabase.com/blog/enterprise-managed-auth-for-the-supabase-mcp-server

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