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a fast, glassy clipboard manager for macOS, Windows & Linux Discussion | Link

2026-06-20 23:05 6 原文
AI 资讯 InfoQ

Inside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale

Atlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with correct attribution, deduplication, and aggregation using a streaming pipeline, idempotent processing, and layered storage to enable accurate billing, near real-time visibility, and reliable reconciliation across distributed services. By Leela Kumili

Leela Kumili 2026-06-20 22:21 11 原文
AI 资讯 HackerNews

Show HN: We post-trained a model that pen tests instead of refusing

Anthropic and OpenAI's publicly available models are explicitly guard-railed so that they refuse offensive tasks. And their cyber-focussed models are gated for enterprises. This leaves SMEs and mid market open to major vulnerabilities. AI can be used as both an adversarial and defensive tool in the world of cyber. A worst case outcome is if only the adversaries have access. Meanwhile, most existing AI cyber tools are just wrappers. The problem is that they still have all the guardrails on from t

dk189 2026-06-20 21:49 4 原文