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Today's top signals
Shift into high gear with agents: Securing the software-defined vehicle
The automotive industry is at a pivotal crossroads as it hits the gas on adopting new technology. The era of the traditional connected vehicle has shifted into the age of the software-defined vehicle (SDV), notable fo... Context & related coverage →
Cloudflare and AWS Embed x402 Agent Payments at the Edge
Cloudflare and AWS both implemented x402 stablecoin micropayments at their edge networks within two weeks. The open protocol under the Linux Foundation revives HTTP 402 for agent-to-service payments with sub-cent tran... Context & related coverage →
LeRobot v0.6.0: Imagine, Evaluate, Improve
InfoQ Opens AI Security & Privacy Engineering Cohort for Regulated Industries
InfoQ has opened enrollment for a five-week AI Security & Privacy Engineering cohort for senior engineers and architects in regulated industries, focused on applying security, privacy, threat modeling, observability,... Context & related coverage →
sqlite-utils 4.0rc2, mostly written by Claude Fable (for about $149.25)
I wrote about the sqlite-utils 4.0rc1 release a couple of weeks ago. Since we only have Claude Fable on our Max subscriptions for a few more days, I decided to see if it could help me get to a 4.0 stable release that... Context & related coverage →
sqlite-utils 4.0rc3
Release: sqlite-utils 4.0rc3 I hoped to release sqlite-utils 4.0 stable this weekend, but as I worked through the backlog of issues and PRs with a combination of Claude Fable 5 and GPT-5.5 the changelog since rc2 kept... Context & related coverage →
Inference Chips Differ for LLM Serving Workloads - Let's Data Science
Inference Chips Differ for LLM Serving Workloads Let's Data Science Context & related coverage →
Streaming benchmark and recommendation results to MLflow with Amazon SageMaker AI
In this post, you learn how to use the new MLflow integration with Amazon SageMaker AI optimized inference recommendation jobs and Amazon SageMaker AI benchmark jobs to automatically stream experiment data into a unif... Context & related coverage →
TestEvo-Bench: An Executable and Live Benchmark for Test and Code Co-Evolution
Software tests and code evolve together: a code change should be followed by new or updated tests that record the new software behavior. Yet existing test generation and update benchmarks often isolate the test from t... Context & related coverage →
vLLM × HPC-Ops: High-Performance Attention and MoE Backends from Tencent Hunyuan
How HPC-Ops integrates Hopper-optimized attention and FP8 MoE backends into vLLM for Tencent Hunyuan Hy3, improving mixed-length decode, MoE latency, TTFT, and TPOT on NVIDIA H20. Context & related coverage →
Understanding Agent-Based Patching of Compiler Missed Optimizations
Compiler missed optimizations refer to cases in which compilers failed to optimize certain code. It takes many compiler developers' efforts to implement or patch such missed optimizations. In this paper, we present a... Context & related coverage →