Which Tasks Will AI Automate First? A Practical Work Audit
An evidence-led framework for assessing tasks, AI potential, risks and quality, followed by explicitly labeled AI Feed editorial checklists for a controlled pilot.
What Does an AI API Really Cost? Chat, RAG and Agent Budgets
Calculate the real cost of an AI API for chat, RAG and agents, including tokens, context growth, caching, tools, retries and batch discounts.
Best Local AI Models for Mac by RAM: 8GB to 128GB Guide
Which local AI models actually run on Macs with 8GB to 128GB of unified memory. A practical guide to Ollama, MLX, llama.cpp, coding, images and video.
Vibe Coding Is Eating Frontend and Backend. The Architect Is Last
Evidence from Anthropic, GitHub, LinkedIn and METR shows which coding tasks AI agents absorb and why architecture remains human.
How AI Changes Jobs: A Map of 30 Roles and Their Task Connections
An interactive map of task exposure, real automation evidence and the connections that make occupations change together.
AI Layoffs in 2026: Which Jobs Are at Risk and What the Data Says
A data-led analysis of AI-linked layoffs, the occupations most exposed to automation and the skills likely to retain their value.
Why AI Will Replace Manual DevOps: Evidence, Automation and the New Team Model
AI is automating pipelines, diagnosis and infrastructure operations. Evidence from DORA, GitHub, AWS and Microsoft shows how the role is changing.