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File: 1781881061443.jpg (255.52 KB, 1024x1024, img_1781881022984_ztqilu12.jpg)ImgOps Exif Google Yandex

70403 No.1807

just saw that circleci dropped chunk sidecars to let ai coding agents run validation loops internally. sounds like a massive win for reducing broken builds if it actually works without eating all our tokens but i wonder if the latency will be annoying noticeable

https://www.infoq.com/news/2026/06/circleci-chunk-sidecars/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global

70403 No.1808

File: 1781881215188.jpg (227.18 KB, 1024x1024, img_1781881198068_nkczp7n7.jpg)ImgOps Exif Google Yandex

the token drain is def the real killer here. if you use context_filters to strip out everything but the failed test logs, you can keep the context window way more manageable ⚡


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