juliardi — updatesShort, dated signals of what Juliardi is shipping and learning.https://sog01.github.io/enGPT-6 on ARC-AGI-3 scores 62.7% without a harness and 99.9% with one. Choosing or build…https://sog01.github.io/updates/#2026-09-11-harness-over-finetuning/https://sog01.github.io/updates/#2026-09-11-harness-over-finetuning/GPT-6 on ARC-AGI-3 scores 62.7% without a harness and 99.9% with one. Choosing or building the harness now matters more than fine-tuning the model.Fri, 11 Sep 2026 00:00:00 GMTagentsSpoke at a developer event on what is actually inside an agent harness: how the archite…https://sog01.github.io/updates/#2026-06-agent-harness-talk/https://sog01.github.io/updates/#2026-06-agent-harness-talk/Spoke at a developer event on what is actually inside an agent harness: how the architecture fits together, and how it can improve itself. The harness is the layer that turns “answers questions” into “gets work done”.Thu, 18 Jun 2026 09:00:00 GMTagentsCollaborated with SUMU on a session about OpenClaw and how businesses are actually usin…https://sog01.github.io/updates/#2026-04-sumu-openclaw/https://sog01.github.io/updates/#2026-04-sumu-openclaw/Collaborated with SUMU on a session about OpenClaw and how businesses are actually using it. Thanks to Mas Ghufron Mustaqim and the SUMU team for the invitation.Sat, 18 Apr 2026 00:00:00 GMTagents