Insights - Amplifi Labs

Productivity with AI Agents in 2026: Choosing the Right Agent for Each Goal

AI agents are quietly changing how work gets done. Not by producing more text or more code, but by reducing friction between intent and execution. In 2026, productivity is less about asking better questions and more about deciding what work should happen without constant human involvement.

Design 2026: Differentiate Beyond UI; Agentic Dev, Security, and Resilience

Beyond the Build • January 19, 2026

Claude Cowork Explained: How Anthropic Is Building Agentic Productivity

Claude Cowork is a new research preview from Anthropic that expands Claude from a conversational assistant into a task-executing digital coworker. Introduced as part of the Claude Desktop experience, Cowork allows the model to interact directly with files, folders, and workflows on a user’s computer. This article provides a technical, impartial overview of Claude Cowork, how it works, where it fits in the current AI tooling landscape, and what it means for teams exploring AI-driven workflows.

AI Is Rewiring Software: Careers, Agents-as-Filesystems, and the Data Poisoning Threat

Beyond the Build • January 12, 2026

ChatGPT Health: A Tech-First Look at AI-Powered Personal Health

ChatGPT Health is a dedicated health experience inside ChatGPT that combines personal health data with conversational AI. Built by OpenAI, it reflects a broader shift in technology toward context-aware, privacy-focused AI systems that work with real user data instead of generic inputs.For technologists, product leaders, and AI builders, ChatGPT Health is less about healthcare branding and more about what it signals for the future of applied AI.

Postgres’ Breakout Year, Agent Protocols Rise, and a Six‑Bug RCE Wake‑Up Call

Beyond the Build • January 05, 2026

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