ZCode

Headlines · 3

1. 4h
   User seeks tuning for Crawl4AI and SearXNG research

   A user reports that research with local models through Crawl4AI and SearXNG often yields missing, outdated or less relevant results. They subjectively compare the results unfavorably with ChatGPT and Codex, citing GLM 5.3 Flash and DeepSeek V4.1 Flash 1017. The user says they have used ZCode, DeepSeek Harness and OpenCode, and asks whether Crawl4AI and SearXNG can be tuned or paired with another approach to improve research results.

   r/LocalLLaMA · 🔥 9
2. 6d
   AI coding agents are changing the identity of Programmer’s Day

   GeekPark argues that 1024 Programmer’s Day is unlikely to be canceled, but its traditional identity as a holiday for programmers may weaken as AI coding agents take on repetitive implementation work. This year’s event was renamed the “1024 Programmer’s Day and AI Builders Conference,” with a theme of “Everyone Can Build,” while a festival promotion expanded participation to people who direct AI tools. The article cites an Anthropic report saying junior employees’ share of its technical staff fell from 21% to 14% between the start of 2025 and the report date, while the share of junior roles among new technical hires fell from 27% to 9%. It also reports that Claude agent work time first exceeded employee work time in March and reached six times the amount of human work time by August, according to Anthropic’s report. The article describes programmers’ work increasingly shifting toward reviewing code, directing agents and validating results.

   极客公园 · 🔥 0
3. Oct 12
   Zhipu's GLM-5.3 HighSpeed surfaces in ZCode grey test at nearly 500 tokens/s

   Zhidx reported on October 12 that Zhipu quietly opened grey-scale testing of a high-speed flagship model, GLM-5.3 HighSpeed, inside its ZCode coding tool, available only to randomly selected ZCode subscribers with no public sign-up. X coding blogger Leo said he had access and saw output above 490 tokens/s; for comparison, the report cited AI Ping data showing Zhipu's official GLM-5.3 API at 70.84 tokens/s and DeepSeek V4.1 Flash's official API at 121.34 tokens/s. The model is said to carry a 1M-token context and output up to 131,072 tokens at once, matching GLM-5.3, with input and output pricing undisclosed; the report cautioned that test speeds are indicative only until the service scales publicly.

   智东西 · 🔥 0

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