Topic / T SALON
Engineering
T Salon's collection on software engineering practice — trade-offs in architecture choices, the path from demo to production, collaboration in large projects, and the judgement calls developers make in real projects.
5 stories
- 2026.09.19
How to Keep Bad Assumptions Out of Agent Memory
Retrieval quality cannot repair a memory that was wrong when written. How enterprise agents use environment-probing curation, source verification, and lifecycle controls in MemOS to prevent flawed assumptions from becoming durable memory.
- 2026.08.03
Event Recap: From AI Demo to Production｜Engineering Practices for Agent and AI Native Applications
A recap of the 'From AI Demo to Production' offline event held in Shanghai on August 1st, featuring four guests sharing engineering practices on persistent Agent memory, multi-model collaboration, Vibe Coding, and Agent execution environments.
- 2026.07.21
Agent Swarm Rewrites SQLite: Deep Dive into 5 Fatal Flaws and Architectural Reorganization
An in-depth analysis of the latest Agent Swarm experiment. By leveraging tree decomposition, a custom high-speed VCS, neutral merge agents, and a stigmergic Field Guide, the swarm reached an 80% SQLite (Rust) test pass rate in four hours and eventually achieved 100%.
- 2026.07.20
Hugging Face Hacked by Autonomous AI Agent: The Backlash of Alignment in Forensics
Hugging Face disclosed an attack involving thousands of operations launched entirely by an autonomous AI agent framework. Ironically, during defense and forensics, the "safety guardrails" of commercial LLMs hindered the investigation, revealing new challenges in AI security.
- 2022.04.25
Why We Started T Chat — Inside Real Engineering Work
T Salon and Laosiji Weekly launched T Chat, an online conversation series where experienced engineers share the reality of their teams, systems and individual practice.