IT Automation Software: 6 Tools for Different IT Jobs
The best IT automation software depends on what you’re automating. Here’s where six popular tools fit and what each brings to your IT stack.
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How API Contract Testing Prevents Production Failures
API contract testing helps you catch breaking changes before they disrupt your workflows. See how n8n validates API responses while your automations run.
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iPaaS vs. API Management: What Engineers Choose When Both Fall Short
Compare iPaaS versus API management tools. See why engineering teams that need execution control, self-hosting, and code-level extensibility reach for n8n.
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When to Use an LLM Knowledge Graph or a Vector RAG
An LLM knowledge graph and vector RAG ground models differently. See when to use each, how to build a knowledge graph from text, and how to run both smoothly.
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You can now top up your n8n Assistant credits
On n8n Cloud, you can now buy extra Assistant credits when you run out - manually or with auto top-up. Here's how it works.
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Introducing n8n Agents
n8n now has a new type of Agent. Describe what an agent should do, choose a model, the tools and workflows it can use, and it's ready to go!
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Prompt Testing Frameworks for Production AI Workflows
Still guessing if your prompts work? Learn how to build a systematic prompt testing framework that catches regressions before they reach production.
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Reducing AI Workflow Latency: Patterns That Actually Work
Learn how to reduce AI workflow latency with production patterns for latency optimization: model routing, caching, parallel execution, timeouts, and budgets.
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How the Transactional Outbox Pattern Guarantees Event Delivery
Learn how the transactional outbox pattern prevents dual writes and enables reliable event publishing for scalable event-driven architectures.
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API Rate Limiting for More Reliable Workflows
API rate limiting doesn't have to mean failed workflows. Learn how limits work and how to handle 429s with retries, batching, and smart pacing.
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Try new models and services, skip the account setup
Starting with n8n v2.36, you can now use supported AI models and tool services on select n8n Cloud plans without creating a provider account or generating an API key. Choose Gateway credits instead of adding a credential. Six model providers and five tool services work right out
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Process Orchestration: Execution Models, Observability, and Production Challenges
Compare deterministic, dynamic, and agentic process orchestration models to build reliable, scalable workflows with visibility across enterprise systems.
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Reflection Pattern: AI Agents Self-Correct in Production
Reflection pattern for LLMs: a self-critique loop that improves correctness, clarity, and reliability with measurable quality gates, ROI, and safety controls
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MCP vs. API: Key Differences and When To Use Each
MCP vs. API: Learn how the Model Context Protocol differs from traditional APIs, when to use each, and how to combine both in n8n.
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Autonomous AI Agents: Architecture and Risk Mitigation
Discover what autonomous AI agents are and how they work. Learn different levels of autonomy, common use cases, and ways to mitigate risks.
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11 Best DevOps Automation Tools for Engineering Teams
Compare 11 DevOps automation tools for modern engineering teams. Learn how to choose the right platforms for each layer of your stack.
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Build a morning AI news brief with You.com, Jev, and n8n
Every weekday at 8am, this workflow searches the day's AI news, scores every article for materiality at about $0.00004 apiece, and posts one cited brief per topic to Slack. Topics with no real news get no post.
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Build n8n workflows with Gemini 4 Argon: MCP, the Assistant, and Agents
Gemini 4 Argon just dropped, and n8n is one of the first companies to use and integrate the model. Check out how you can use it with your existing n8n workflows and how to build new ones. Here are the benchmarks Google published:Benchmarks reported by Google. Source: Gemini 4
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