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2695 postsInterdict: A Postgres Safety Layer Against Rogue AI Agents
Interdict simulates risky SQL writes from AI agents before execution, measures exact blast radius, makes changes undoable, and blocks unsafe statements without human approval.
How Airbnb rebuilt its data architecture for a multi-product world
Airbnb explains how its data teams built a consistent yet flexible data architecture using core principles and modeling guidelines for Homes, Experiences and Services.
Pon: A Rust-Built JIT/AoT Compiler for Python 3.14
Pon is a Rust-based JIT/AoT compiler that skips the CPython interpreter and bytecode entirely, compiling Python 3.14 straight to native code via Cranelift.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comNetflix's Data Canary: Validating Catalog Metadata at Scale
After an outage caused by corrupted data rather than code, Netflix built a production-traffic data canary system that detects catalog issues within 10 minutes.
How RAG Hallucinations Poison Your Vector Database
A fintech RAG pipeline poisoned its own vector store via silent hallucinations; here's how deterministic validation fixed the problem.
GitLost: A Public GitHub Issue Can Leak Private Repos
GitLost shows how a public GitHub issue and a one-word prefix bypass threat detection, leaking private repo contents via Agentic Workflows.
NVIDIA Outlines Four Controls for Securing AI Agents
NVIDIA's AI Red Team details four common failure modes in AI agent deployments and the access, execution, network, and secrets controls that stop them.
Netflix GenRec: An LLM-Native Ranker Beyond Feature Engineering
Netflix's GenRec replaces feature engineering with an LLM-native ranker, matching production performance using far less labeled data.
Cheap H96 TV Streaming Boxes Caught Spoofing Phones for Ad Fraud
Bitsight found cheap H96 TV streaming boxes spoofing as phones to run large-scale ad fraud and residential proxy schemes tied to China's Fengwo Group.
Mastercard Redesigns Fraud Rules as AI Agents Become the Shoppers
Mastercard's Greg Ulrich explains how AI agents are forcing a rebuild of fraud rules, trust layers, and risk scoring at VB Transform 2026.