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2026 / 08

"California DROP Guide: Make Data Broker Deletion a Verifiable Workflow"

2026-08-04

最佳实践 #California DROP#Data Broker Deletion#Delete Act#Privacy Workflow#Data Removal#Consumer Privacy#SHA-256#Privacy Verification
California DROP reaches 600+ data brokers. Use status, matching, deadlines, and follow-up checks to build a verifiable deletion workflow.
产品是否真的适合 AI 使用：用动态任务评测替代就绪度幻觉

2026-08-04

最佳实践 #AI Agent评测#产品AI可用性#动态任务评测#AGENTS.md#Agent Skills#MCP#开发者体验
产品的 AI 可用性要看 Agent 能否完成真实任务，并通过外部状态、恢复能力、成本与回归稳定性验证。
How to Test Whether AI Agents Can Use Your Product: Task Evals vs Readiness Scores

2026-08-04

最佳实践 #AI Agent Evals#AI Usability#Product Evaluation#Dynamic Task Evals#AGENTS.md#Agent Skills#MCP#Developer Experience
Test whether AI agents can use your product with dynamic task evals that measure correct state changes, recovery, cost, and regression stability.
AI 垃圾 CVE：自动修复前先建立复现门

2026-08-04

最佳实践 #AI垃圾CVE#CVE核验#漏洞复现#自动修复#SQLite安全#Security Agent#ASan#漏洞管理
AI 垃圾 CVE 会诱发无效甚至有害的补丁。自动修复前必须核验来源、源码、可达性、隔离复现与真实补丁。
AI Slop CVEs: Build a Reproduction Gate Before Auto-Remediation

2026-08-04

最佳实践 #AI Slop CVE#CVE Verification#Vulnerability Reproduction#Auto-Remediation#SQLite Security#Security Agents#ASan#Vulnerability Management
AI slop CVEs can trigger harmful patches. Require provenance, source, reachability, reproduction, and fix evidence before auto-remediation.
安全出售二手 SSD：清除、验证并保留证据

2026-08-03

最佳实践 #SSD安全清除#介质清除#NIST SP 800-88#NVMe Sanitize#密码学擦除#数据隐私#二手硬盘
出售二手 SSD 前，按数据风险选择清除方法，核验设备身份、能力与完成状态，并保留一份可复核的清除记录。
How to Securely Erase an SSD Before Selling: Sanitize, Verify, Document

2026-08-03

最佳实践 #SSD Secure Erase#Media Sanitization#NIST SP 800-88#NVMe Sanitize#Cryptographic Erase#Data Privacy#SSD Resale
Securely erase an SSD before selling it with risk-based sanitization, completion checks, validation, and a reusable evidence record.
Flint：给 AI Agent 一份可验证的图表合同

2026-08-02

最佳实践 #Flint Chart#AI数据可视化#语义中间层#AI Agent#Vega-Lite#ECharts#Chart.js#MCP#可验证AI
Flint 在 AI 意图和图表代码之间增加语义中间层，使可视化生成可编辑、可迁移、可测试。
Flint: A Verifiable Chart Contract for AI Agents

2026-08-02

最佳实践 #Flint Chart#AI Data Visualization#Semantic IR#AI Agents#Vega-Lite#ECharts#Chart.js#MCP#Verifiable AI
Flint adds a semantic intermediate representation between AI intent and chart code, making visualization generation editable, portable, and testable.
实时转写：Voice Agent 的独立协议合同

2026-08-02

最佳实践 #实时转写#Voice Agent#GPT Live Transcribe#OpenAI Realtime API#语音转文字#事件合同#语音AI#可观测性
将实时转写设计为独立协议合同，明确 Turn 身份、增量文本、完成事件、延迟、修订与降级路径。
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