Karan
313 posts

Karan
@Karan_214
Founder @DeepkernelsAI | Ex-GDGC lead NIT Jalandhar | Ex - Content Growth Strategist at BlackBox AI | High on tokens- KD






This is harder to build than it looks. Preserving full conversational context while swapping underlying model providers mid-flight is a surprisingly deep systems problem. Most tools drop state or force you to start over. deepagents-cli does this natively: swap models mid-conversation with zero context loss. Try it: docs.langchain.com/oss/python/dee…

10 years. Sic Parvis Magna 💙

Introducing Daybreak: frontier AI for cyber defenders. Daybreak brings together the most capable OpenAI models, Codex, and our security partners to accelerate cyber defense and continuously secure software. A step toward a future where security teams can move at the speed defense demands.















