@AlexFinn You are right, when the frontier models block valid security development, you have to use local models to be successful. Feels like a very bad plan.
One thing AI exposes more than anything is the extent of tribal knowledge. The issue that has existed for years, poor commenting, is coming home to roost.
Stateless means the server forgets you the moment the request ends. Fine for the transport. But your agent still has to remember what it did, and prove where a fact came from. That didn't go away. It moved to your side of the line. You decide where that memory lives now.
Run 10 copies of a tool server behind a load balancer. Old spec, copy #3 held your session in RAM, so every request had to find copy #3. Sticky routing. Sessions dying on restart. Now any copy answers any request; you hand the state back like a claim ticket.
@Alibaba_Qwen Qwen3.6 dropping MoE agentic coding that punches like a 300B model? Built Q Town sims @ https://t.co/9rStcudrVf on 3.5, I cant wait to see what 3.6 brings.