Model Agility Playbook: How to Migrate LLMs Without Breaking Production

How to Migrate LLMs Without Breaking Production — A Model Agility Playbook TL;DR Three steps: benchmark your current model, port and tune prompts for the new model, then validate side-by-side on the same golden dataset. Measure three things: quality (accuracy/faithfulness), speed (Time To First Token and total latency), and cost (token-based accounting plus retrieval costs). […]

Cursor TypeScript SDK: Deployable AI Agents for CI/CD, Backends, and Self-Hosted Automation

Cursor TypeScript SDK: Build deployable AI agents for CI/CD and backends Cursor’s TypeScript SDK turns coding assistants from interactive IDE helpers into deployable automation you can run in CI pipelines, backend services, or production systems. Why it matters Developers and platform teams have been cobbling together LLM orchestration—retrieval, sandboxing, session state, tool integrations—every time a […]

PwC AIDA on AWS: AI-Driven Contract Extraction That Cuts Review Time and Adds Auditability

Extracting contract insights with PwC’s AI‑driven annotation on AWS Contracts hold rights, obligations, and financial hooks that shape business outcomes. PwC’s AI‑driven annotation (AIDA) makes that trapped value findable and auditable by combining OCR, template‑based extraction, large language models (LLMs) and retrieval‑augmented generation (RAG) on cloud infrastructure. Reported results from pilots are striking: one major […]

ZDNET Readers’ Top 10 Gadgets Jan–Apr 2026: Phone Peripherals, Trackers, AI-Ready Tools for Business

Our readers can’t stop buying these 10 gadgets — and No. 4 really surprised us At a glance: Between January and April 2026, ZDNET readers favored compact, phone‑friendly accessories and small tools that solve immediate annoyances—Bluetooth trackers for Android, phone thermal and inspection cameras, USB‑C protectors, and low‑cost maintenance tools. Lost keys, itchy bug bites, […]

Best VPNs for Small Business 2026: Pricing, Compliance, and Quick Decision Guide

Best VPN for small business 2026 — Pricing, compliance and what to choose By 2026, choosing a VPN for a small, distributed team isn’t just about speed or price — it’s about whether the product gives you controls, identity integrations, and compliance as you grow. Below is a practical comparison of consumer-friendly, hybrid, and business-first […]

Serverless MCP Proxy on Amazon Bedrock AgentCore: Governance & PII Redaction for AI Agents

Serverless MCP proxy on Amazon Bedrock AgentCore Runtime — a governance layer for AI agents TL;DR: As AI agents orchestrate more business tasks, the Model Context Protocol (MCP) calls they make become critical control points. Deploying a serverless MCP proxy on Amazon Bedrock AgentCore Runtime gives platform teams a lightweight interception point to enforce policy, […]

UK AI Sovereignty: Treat Vendor Choice as National Security — A Boardroom Playbook

AI Sovereignty for Britain: Why Businesses Must Treat Vendor Choice as National Security Executive summary AI sovereignty matters: control over models, compute and data is now a strategic asset that affects defence, trade and corporate resilience. Dependence on a few foreign platforms creates vendor risk that can be weaponised by politics or business decisions beyond […]