https://www.tsalon.tech/en/ T Salon is an online and offline technology community for developers, covering the Apple developer ecosystem, AI technology and business, embodied intelligence, and software engineering practice. All content is original. en editorial@tsalon.tech (T Salon Editorial Team) Sat, 19 Sep 2026 13:56:05 GMT https://www.tsalon.tech/en/articles/keep-bad-assumptions-out-of-agent-memory/ https://www.tsalon.tech/en/articles/keep-bad-assumptions-out-of-agent-memory/ Sat, 19 Sep 2026 00:00:00 GMT 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. AI, Agent, Engineering https://www.tsalon.tech/en/articles/dreaming-ai-memory/ https://www.tsalon.tech/en/articles/dreaming-ai-memory/ Fri, 11 Sep 2026 00:00:00 GMT In April 2025, OpenAI introduced an early version of Dreaming to ChatGPT, allowing it to reference chat logs. In June, OpenAI upgraded the Dreaming architecture. AI, Agent https://www.tsalon.tech/en/articles/memory-poisoning/ https://www.tsalon.tech/en/articles/memory-poisoning/ Tue, 01 Sep 2026 00:00:00 GMT If a system records a fake contact as a trusted supplier, the impact extends beyond the current conversation. Memory Poisoning is a critical risk for AI Agents. AI, Agent, Security https://www.tsalon.tech/en/articles/ai-demo-to-production-recap/ https://www.tsalon.tech/en/articles/ai-demo-to-production-recap/ Mon, 03 Aug 2026 00:00:00 GMT 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. AI, Agent, Engineering https://www.tsalon.tech/en/articles/agent-swarm-sqlite/ https://www.tsalon.tech/en/articles/agent-swarm-sqlite/ Tue, 21 Jul 2026 00:00:00 GMT 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%. Agent, Engineering, Rust https://www.tsalon.tech/en/articles/hf-ai-hack/ https://www.tsalon.tech/en/articles/hf-ai-hack/ Mon, 20 Jul 2026 00:00:00 GMT 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. Security, Engineering https://www.tsalon.tech/en/articles/nvidia-cosmos-edge/ https://www.tsalon.tech/en/articles/nvidia-cosmos-edge/ Mon, 20 Jul 2026 00:00:00 GMT NVIDIA officially open-sources Cosmos 3 Edge. This lightweight 4 billion parameter model is not just a vision model, but a true "world model" built for edge devices, enabling robots to understand physical laws and generate actions in real-time without the cloud. Open Source, Embodied AI, Edge Computing https://www.tsalon.tech/en/articles/shenzhen-frontend-recap/ https://www.tsalon.tech/en/articles/shenzhen-frontend-recap/ Tue, 10 May 2022 00:00:00 GMT In May 2022, five engineers joined T Salon in Shenzhen to share practical work on frontend observability, Flutter, mini programs, engineering systems and Webpack performance. Frontend, Flutter, Webpack https://www.tsalon.tech/en/articles/tchat-launch/ https://www.tsalon.tech/en/articles/tchat-launch/ Mon, 25 Apr 2022 00:00:00 GMT 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. T Chat, Engineering, Community