Dan Shipper and Kieran Klaassen at Every describe their company's approach to working with coding agents as Compound Engineering. Every coding project they complete ends with a retrospective, which they call the compound step where they take what worked and document that for future agent runs.
If we prioritize writing and managing context as a primary objective, we can dramatically improve our LLM effectiveness. Writing the docs themselves is the easy part. Injecting that context appropriately and managing that context reliably are much trickier challenges.
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London's FTSE 100 slid almost 0.5% while Germany's Dax, France's Cac and Spain Ibex all dropped. Earlier in Japan, the Nikkei share index closed down 1%.
Up to the third prototype, those were used the E‑controller designed for industrial robots. However, it was large, had a control cycle too slow for humanoid applications, and required four separate units, which meant the controllers alone occupied a significant amount of space. These issues were later resolved by transitioning first to the F‑controller and eventually to a dedicated humanoid controller.
千亿、百亿和十亿研发投入规模区间企业合计379 家，合计研发投入约1.94 万亿元，企业数量占比不到一成，却贡献了整体研发投入的七成以上（71.52%）。这一占比较上年（70.68%）继续增加。