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We’ve found 6 important news and 4 useful articles for you today. Enjoy reading.

News

Report on a critical vulnerability in Atlassian Rovo allowing data exfiltration via indirect prompt injection, bypassing security controls.
Security researchers identified flaws in WebKit that allow Apple’s Private Relay to leak real IP addresses, undermining its privacy guarantees.
Announcement of major leadership changes at Google DeepMind, including Demis Hassabis transitioning to Chair and Jeff Dean departing.
Report on the discovery of AI-generated CSAM in paid ads on Meta platforms, highlighting failures in automated ad moderation systems.
Meta releases Muse Code, an AI agent for large repositories utilizing parallelized sub-agents. Relevant to developer tooling and AI-assisted workflows.
AI-driven production debugging tool that injects read-only probes into live services to capture state without redeployments. Addresses critical on-call fatigue.

Articles

The Valley of Webhooks
backendsystemsinfrastructure
A compelling engineering critique of the 'webhook-for-replication' pattern, advocating for ordered, cursor-based change logs as a more robust solution for data consistency.
A deep-dive technical critique of NVIDIA’s Vera whitepaper, identifying flaws in its SMT claims and marketing-heavy benchmarks.
cloudflare/computer
aisystemsinfrastructure
Cloudflare introduces a virtual filesystem (Durable Objects + SQLite) allowing agents to run shell/JS code in sandboxed containers or workers with persistent state.
Technical analysis of how attackers exploit legitimate cloud services (Cloudflare, Vercel, etc.) for multi-stage AitM phishing and session hijacking.