Image sources

Hero image

rivera-detroit-industry-hero.jpg is cropped from Carptrash’s photograph of Diego Rivera’s Detroit Industry (1932–33), Rivera frescos 02 on Wikimedia Commons. The original photograph is licensed under CC BY-SA 3.0. This cropped version carries the same license. Credit: Diego Rivera (mural), Carptrash (photograph); cropped and resized for this post. The Detroit Institute of Arts identifies the mural as public domain when published in the United States. Source and status checked on 13 November 2026.

The original photograph is 5,590 by 3,729 pixels. The crop uses the rectangle (0, 800, 5590, 2270) in original-image coordinates, with an exclusive right and bottom edge. It is resized to 2,000 by 526 pixels and saved as an optimized progressive JPEG. No recoloring was applied. The crop retains the foreground workers’ faces and hands while removing the lower foliage. The post caption credits the artist and photographer, links the source and license and identifies the crop.

Previous hero candidate

steel-valley-hero.jpg is cropped from Louis Lozowick’s 1936 lithograph Steel Valley on Wikimedia Commons. The file page marks it public domain in the United States under PD-US-no notice; this does not assert public-domain status in every country. Source and status checked on 13 November 2026.

The original is 4,239 by 2,980 pixels. The crop uses the rectangle (100, 650, 4140, 1713) in original-image coordinates, resized to 2,000 by 526 pixels and saved as a progressive JPEG. No recoloring was applied. The post caption credits the artist, links the source and identifies the crop.

Original diagram

supervisor-first.svg illustrates the division of attention described in the post: blue parent nodes show Michael’s supervisory focus, while orange child nodes show the agents’ task focus. It is an original diagram for this post, not a screenshot of a running system.

goal-feedback-loop.svg is an original diagram of the review-process experiment. It distinguishes automated comparisons from the user’s assessment and shows how that feedback guides the next attempt. Neither diagram reports a measured gain.

dynamic-workflow.svg is an original explanatory diagram based on Anthropic’s dynamic workflow documentation, checked on 13 November 2026. It is not an official Anthropic illustration. The main agent writes the workflow; a separate runtime executes its JavaScript. Intermediate results stay in script variables, and the final output returns to the main conversation. A script may call additional agents for synthesis.

Verus demonstration

verus-demo.png is an unmodified copy of the demonstration shown in the Verus README, downloaded on 13 November 2026 from source/docs/verus-demo.png. It shows verification errors in a terminal and VS Code for a minimum function that returns y in both branches and fails its specified postcondition. The repository’s MIT notice is retained in verus-demo.LICENSE.txt.

Author-supplied cartoon

dilbert-dashboard.gif is the unmodified Dilbert dashboard strip supplied by Michael for inclusion in the post. The image retains its original Scott Adams and syndication attribution, dated 2007. It was downloaded from the author-supplied LinkedIn image URL on 13 November 2026. That URL is time-limited; the post uses the local file. This records provenance and the author’s inclusion request, not a verified redistribution license.

Screenshot sources

These screenshots are still frames from the projects’ public demonstration recordings, not captures of Michael’s or Delphos Labs’ working environments. No private repositories, dashboard configuration or company work appears in them.

File Source Frame (zero-based)
gh-dash.png gh-dash overview 0
tuicr.png tuicr demonstration 127

The frames were converted to RGB PNG without cropping or changing their content.

gh-dash license

Source: LICENSE.txt.

MIT License

Copyright (c) 2025 Dolev Hadar

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

tuicr license

Source: LICENSE.

MIT License

Copyright (c) 2025 tuicr contributors

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the “Software”), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED “AS IS”, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.