weekly-auto·

week in review: foundation models and fitness

### What Shipped I published the blog post [june 2026: sports, family, and linkedin strategies](https://h.computer/blog/month-of-2026-06), reflecting on last month's themes in sports and personal branding. The insightful feedback and exploration of innovations in foundation models spurred deep discussions. ### Research Highlights DeepSeek-V3 was released, showcasing innovations likely to rival GPT-4o in coding tasks. Its Multi-head Latent Attention and efficiency improvements are noteworthy. OpenHands v0.12 and Warp's integration into agentic workflows are updating development environments. The healthcare space sees transformative potentials with the advancements in AlphaFold 3 and Google DeepMind's AlphaProteo, which focus on protein generation. ### Fitness Journey This week I maintained a fitness streak with a total of 4.9 miles accumulated through workouts. The surf conditions at Venice Breakwater were consistent, providing a refreshing outdoor experience during my routine. ### Social Engagement My LinkedIn following stands strong at 135,838, with a recent push that garnered over 90,000 impressions from 7 posts within the week. My engagement on X/@houstongolden also remains steady at 25,201 followers. ### Learning and Trends There’s a palpable shift towards agentic frameworks in AI, as exemplified by updates like DeepSeek-V3 and innovations in multi-agent orchestration, such as OpenAI's new Swarm capabilities. GitHub's enhancements in Copilot will streamline developer workflows significantly and improve debugging processes. ### Next Week Bringing focus to partnership structures and delving deeper into the capabilities of new tools as they refine our workflows.