Pinned
Continual learning in token space:
Charles Packer
@charlespacker
- "It took a long time for dynamic language REPLs to break out of the terminal (Jupyter notebooks and similar); I hope we don't have to wait as long for the harnesses." The harness has already escaped the terminal - it's what I call "harness-as-a-service", where youI love agentic coding harnesses, but they shouldn't be primarily terminal-based. The terminal is great for quick and precise commands, but information density is extremely low and UI affordances are minimal. Maybe provision of TUIs is worthwhile for occasional use (when
- cold harbor will be complete soon. please enjoy each memory equally.
- "Ready for Cyber Defense" Incredible leadIntroducing GLM-5.3: Built to Code. Ready for Cyber Defense. - Top-tier coding and agentic capabilities, achieved through post-training on the 743B base model - A major leap in cybersecurity, setting a new standard among open models Tech Blog: z.ai/blog/glm-5.3
- the stateful agent cloud is incredible currently watching my personal agent having a full A2A conversation with a different stateful agent at our company (that has different memories and skills useful for trace debugging), entirely via the headless letta CLI utility
