Daily Kickoff

Up to seven things a day for people building with AI. Fewer when there aren't seven.

  1. JetBrains told everyone to patch. It didn’t patch itself.

    JetBrains is telling users of its Cadence cloud service to rotate credentials after attackers exploited a critical TeamCity vulnerability, CVE-2026-63077, on a JetBrains server the company had failed to patch. The attack on api.cadence.jetbrains.com ran from August 8 to August 24, netting a full 2024 Cadence backup and compromising multiple AWS IAM users' credentials.

    The New Stack enterprise & governance

    #
  2. FreeToken Unlocks Frontier MoE Inference on Consumer Hardware via Dynamic Co-Execution

    Researchers from UC Berkeley and MIT, including Databricks co-founders Matei Zaharia and Ion Stoica, built FreeToken, an open-source inference engine that splits Mixture-of-Experts computation between CPU and GPU to run large models on consumer hardware. Benchmarks include Qwen3.6-35B at about 39 tokens per second on an 8GB RTX 4060 laptop, DeepSeek-V4-Flash (284B) on an RTX 5090 desktop, and GLM-5.2 (753B) on a single workstation GPU.

    InfoQ AI/ML models & research

    #
  3. Article: Rightsizing Platform Engineering: Building the Platform Your Organization Actually Needs

    The article looks at how shift-left and DevOps practices, despite speeding the flow from code to production, have raised cognitive load and duplicated work across testing, security, and maintenance. It argues that rightsizing a platform gets harder for organizations that have existed for decades, given accumulated technical debt and cultural friction already in place.

    InfoQ Culture & Methods engineering leadership

    #
  4. Hugging Face is selling a cute $399 open source duck robot, Microduck

    Hugging Face has launched the Microduck, a $399 open-source duck-like robot that ships before Christmas, following its April 2025 acquisition of Pollen Robotics. CEO Clem Delangue described it as an open-source robot trainable with reinforcement learning; the 25-centimeter robot can waddle, pick things up with its beak, right itself after falling, crouch, and roller skate.

    TechCrunch Robotics robotics

    #
  5. abhigyanpatwari / GitNexus

    GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent.

    GitHub Trending

    #