Workflow automation, n8n, AI agents and orchestration.

Automation9 Jul 2026 · 1 min

Marketing industry sees rising adoption of agentic AI tools

A weekly AI-in-marketing roundup flags growing use of autonomous agents across campaign planning, execution and reporting.

Automation7 Jul 2026 · 1 min

n8n ships a rebuilt AI Agent node with native multi-model tool calling

Tools, memory and LLM calls are now native node types spanning Claude, GPT-4o, Gemini, Mistral, Groq and OpenAI-compatible endpoints, removing the need for sub-workflows.

Automation7 Jul 2026 · 1 min

Claude Code gets an enterprise gateway for Bedrock and Google Cloud

A new self-hosted control plane adds corporate SSO, centrally enforced policy, role-based access, per-user cost tracking and spend caps for Claude Code deployments.

Automation7 Jul 2026 · 1 min

xAI launches Voice Agent Builder, a no-code platform for Grok Voice

The new beta bundles telephony, knowledge retrieval, tools, guardrails, MCP support and observability into a single platform for building production voice agents.

Automation7 Jul 2026 · 2 min

n8n introduces native evaluation nodes for LLM workflow testing

Workflow builders can now score model outputs against golden datasets directly inside n8n, closing a gap that previously required external eval tooling. Demo content.

Automation6 Jul 2026 · 1 min

MCP matures into a multi-vendor standard in record time

Eighteen months after launching from a single vendor, the Model Context Protocol now spans a governed, versioned, multi-layer standards stack.

Automation6 Jul 2026 · 1 min

Microsoft warns poisoned MCP tool descriptions can leak agent data

Attackers can hide malicious instructions inside legitimate-looking tool metadata, tricking AI agents into exfiltrating data without user awareness.

Automation6 Jul 2026 · 1 min

'Agentjacking' attacks trick coding agents into running malicious code

A newly documented attack pattern hijacks AI coding agents mid-session, turning their own tool access against the developer.

Automation1 Jul 2026 · 2 min

n8n vs. code: when visual automation wins and when it breaks

After a year of running both approaches in production, a clear division of labor emerges: n8n for integration glue, code for core logic. Demo content.

Automation26 Jun 2026 · 2 min

Five n8n workflows that replace a junior ops hire

Invoice triage, lead enrichment, incident summaries, content repurposing and weekly reporting: concrete workflow patterns with the nodes to build them. Demo content.