Tech news, summarized and translated.
Cloudflare introduces @cloudflare/computer, an open-source agent runtime that gives each agent a durable filesystem and lets it run code in isolates or containers, aiming to scale to billions of agents without burning through container compute.
Cloudflare launches a Billable Usage API for self-serve accounts, providing programmatic access to usage and cost data per product, aligned with the FOCUS spec, plus a Vantage integration for cross-provider FinOps.
Cloudflare details how it fits Moonshot's Kimi K-series and Z.ai's GLM onto GPUs in Workers AI: FP8 KV caches double context capacity, INT4 weights cut GLM's checkpoint by 40%, and a new integrity check protects the shared cache—all with accuracy unchanged.
DMARC answers one narrow question: did the domain owner authorize this email? It doesn't block lookalike domains, display-name spoofing, or compromised mailboxes. Here's the boundary every engineer should know.
LocalAI's hand-written C/C++ engines deliver a 66 MiB binary that ties vLLM's 9.1 GiB virtualenv, and the real speed wins come from caching host-side work, not kernel magic.
A new agentic test-synthesis method, the 'Locksmith Loop,' uses deterministic parity checks to validate COBOL-to-Java migrations, achieving near-complete branch coverage on open-source programs and 91.90% on a production-like COBOL program.
New IETF guidance freezes TLS registries to entries intended for TLS 1.3 or later, with DTLS explicitly exempted. What that means for protocol evolution and interop.
When X11 clients fail with 'Authorization required' inside containers or over SSH, the culprit is a hostname-pinned cookie. Rewrite the family field to FamilyWild (0xffff) with a single sed command to make the cookie portable.
A deep dive into the TP-Link TL-841N reveals hardcoded, reset-persistent credentials—a serious security flaw in a widely used router. The analysis covers rooting the device, firmware extraction, and the implications for IoT security.
The European Commission's DMA decision requires Google to open 11 Android features—including DSP-based wake word detection—to third-party assistants by 2027, a win for Home Assistant and the broader ecosystem.
Censys analyzes CISA's alert on threat actors targeting water sector PLCs, revealing widespread exposure of these critical devices and urging immediate action.
A new study in Science reconstructs 12,000 years of language diversity, finding a peak tens of thousands of languages strong—and a decline driven by states and empires long before colonialism.