Đăng Quang Truơng
1.5K posts


New conceptual guide: 🔄 The agent improvement loop starts with a trace Tracing is the foundational primitive for improving agents. A trace gives you the full behavioral record of what an agent actually did. From there, teams can enrich traces with evals and human feedback, turn recurring failures into test cases, validate fixes before shipping, and repeat. This guide breaks down the full improvement loop and why reliable agents are built through trace-centered iteration, not one-off debugging. Read more → langchain.com/conceptual-gui…






NEW - Syrian Foreign Minister describes Syrians abroad as "strategic national assets" and rejects deportation attempts following former Jihadist Al-Sharaa's visit to Germany.



Norman Finkelstein denounces the new Israel Derangement Syndrome, says Joe Kent and MAGA pundits have gone "completely lunatic" -- spreading ridiculous theories like Israel killed JFK, duped Cheney and Rumsfeld into invading Iraq, and have now tricked Trump into attacking Iran


Marxism is what you make of it






















