NGINX rift: We autonomously discovered this 18 yr old heap overflow (CVE-2026-42945) in @nginx impacting version 0.6.27 to 1.30.0. If you use rewrite and set directive, you maybe impacted! Please update your NGINX or change the config to mitigate it. Read more at

"America must now build autonomous systems at both the quality and quantity required to win. We have the talent advantage. We are losing the production race. The stakes are whether the United States arrives at the next conflict with overwhelming superiority in autonomy, or whether we cede that advantage to adversaries who are already building it." a16z's Daniel Penny, Alex Oliver, and Zach Chen on the moral case for autonomous warfare:

Honeywell is driving the autonomous future with AI agents built on Vertex AI, Gemini, and BigQuery—cutting design cycles from months to weeks and enabling faster optimization and redesign. See how we're helping power this shift from automation to autonomy ↓

Kimi K2.6 autonomously overhauled exchange-core, an 8-year-old open-source financial matching engine. Over a 13-hour execution, the model iterated through 12 optimization strategies, initiating over 1,000 tool calls to precisely modify more than 4,000 lines of code. Acting as an expert systems architect, Kimi K2.6 analyzed CPU and allocation flame graphs to pinpoint hidden bottlenecks and boldly reconfigured the core thread topology (from 4ME+2RE to 2ME+1RE). Despite the engine already operating near its performance limits, Kimi K2.6 extracted a 185% medium throughput leap (from 0.43 to 1.24 MT/s) and a 133% performance throughput gain (soaring from 1.23 to 2.86 MT/s).

Haggle: An autonomous voice agent that calls service providers for you, using smart negotiation tactics to secure the best deals. @badvisioncenter @carsonyang_ @nikhilmvinod @AravindV24 @evantakahashi