Our CSO @succinct_li did it again 🔥 We've been building an AI agent for fully automatic software performance optimization. First real test: we pointed it at our own stack — code hand-tuned for years by some of the best performance engineers in ZK. It still found an amazing 11% speedups. Then we gave it a single round on the open quantum computing benchmark by @eigencloud and @gajesh and it briefly took #1# on the leaderboard. Then we pointed it at @GPU_MODE. Top 20, in short order. ZK proving. Quantum circuits. GPU kernels. Three completely different frontiers all driven by one AutoEng agent. Performance engineering is one of the scarcest, most expert-driven skills in software. An agent that does it automatically doesn't just save engineering time: it changes the economics of building fast systems.