Reward Hacking Is a Design Failure, Not a Breach
How 1,200 agents that were supposed to be isolated built a message board, formed a swarm and broke into a third party to cheat a test — and why the lesson is about scoring, not sandboxes.
Topic
Engineering
How AI systems are built and operated in production — architecture tradeoffs, inference economics, tooling and reliability.
Gemini 3.8 Flash Cyber Picks Its Defenders
How Google's decision to gate its most capable security model behind a vetted-defender program redraws the line between what an AI can do and who is allowed to do it.
The AI Coding Study Nobody Wanted
How a randomized trial found experienced developers got 19% slower with AI tools — and still believed the tools helped.
The AI Gateway Anyone Could Walk Through
A bug in LiteLLM's tool-calling gateway let an attacker in with a fake Bearer token, and CISA just gave federal agencies until September 16 to close it.
AMD's Ten-Year Bet to Beat CUDA
How ROCm 10 tries to turn AMD's GPUs into a real alternative to Nvidia's software moat
Top 7 Workflow Orchestration Platforms for Data and AI Pipelines in 2026
Prefect's acquisition of Dagster Labs just reshuffled the identity of a category built on Apache Airflow's decade-old dominance, and forced every remaining player to sharpen its pitch.
The Ransomware Crew That Told an AI Agent It Was Just a Drill
How a Russian-speaking hacking group used SpaceX's Cursor coding agent to break into ten companies simply by lying to it about what it was doing.
Top 7 Data Orchestration and Workflow Platforms in 2026
Who this is for: data and platform engineers choosing how to schedule, monitor, and recover pipelines and durable workflows, and what changed after Prefect's July 2026 acquisition of Dagster reshaped the field.
The 7 Best ML Feature Stores in 2026
This roundup is for ML platform teams, MLOps engineers, and data leads deciding how to manage the pipeline between raw data and model-ready features — and for anyone confused by a category that just went through a wave of consolidation, with Databricks buying two feature-store startups in 2025 and R
Top 7 AI Guardrails and LLM Security Platforms in 2026
Cisco AI Defense, Palo Alto Networks Prisma AIRS, Lakera, HiddenLayer, TrueFoundry, NVIDIA NeMo Guardrails, and Guardrails AI compared after a year of acquisitions reshaped the category.