Building Agentic AI Apps in 2026: From Chatbots to Reliable Workflows
Move beyond simple chat interfaces with practical patterns for tool use, planning, memory, approvals, and monitoring in agentic AI applications.
Plain-English guides for UK trades, shops and small firms: which AI tools are worth paying for, how to keep your website safe, and simple automations that save hours.
Plain-English guides for small businesses, plus technical deep dives for builders
Move beyond simple chat interfaces with practical patterns for tool use, planning, memory, approvals, and monitoring in agentic AI applications.
Learn how to evaluate retrieval-augmented generation systems with test sets, relevance metrics, answer groundedness, and regression checks.
Design better AI features by combining text, screenshots, voice notes, documents, and video clips without overwhelming users.
Future Tech Blog is written by the team behind these two services for small businesses.
Explore the most powerful tools shaping the AI landscape
OpenAI's general-purpose assistant for writing, research, analysis and everyday business tasks
Anthropic's assistant with strong reasoning, long-document handling and coding ability
Google's multimodal assistant, built into Gmail, Docs and the rest of Google Workspace
AI-first code editor that can plan, write and refactor code across a whole project
Open-source workflow automation with built-in AI agent nodes; self-host or use the cloud
Realistic AI voices and conversational voice agents for phone and web
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