# API Monitoring

Published articles for API Monitoring.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Beyond the 200 OK: Architecting Observability for AI

DevFeed: [Beyond the 200 OK: Architecting Observability for AI](<https://devfeed.tech/articles/beyond-the-200-ok-architecting-observability-for-ai-12648.md>)

Original publisher: [Read original article](<https://nordicapis.com/beyond-the-200-ok-architecting-observability-for-ai/>)

Author: Adriano Mota

Published: 2026-09-11T07:00:00Z

Content type: article

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [ai observability](<https://devfeed.tech/topics/ai-observability.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Application Performance Management (APM)](<https://devfeed.tech/topics/apm.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agent](<https://devfeed.tech/tags/ai-agent.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-observability](<https://devfeed.tech/tags/ai-observability.md>), [api-logging](<https://devfeed.tech/tags/api-logging.md>), [api-metrics](<https://devfeed.tech/tags/api-metrics.md>), [api-monitoring](<https://devfeed.tech/tags/api-monitoring.md>), [api-security](<https://devfeed.tech/tags/api-security.md>), [api-testing](<https://devfeed.tech/tags/api-testing.md>), [apm](<https://devfeed.tech/tags/apm.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [blog](<https://devfeed.tech/tags/blog.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [llm](<https://devfeed.tech/tags/llm.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>)

### AI overview

An article about designing observability for AI systems beyond traditional APM metrics, with emphasis on tracking quality, cost, retrieval, and agent behavior.

### Source excerpt

Traditional monitoring tools, such as application performance monitoring (APM), were engineered to monitor deterministic software where specific inputs reliably lead to predictable outputs through hard-coded logic. When a traditional API fails, it usually throws a 500 Internal Server Error. But when an AI agent fails, it might return a perfectly healthy 200 OK status code ...

## 10 Tips for Preparing APIs for Agentic Access

DevFeed: [10 Tips for Preparing APIs for Agentic Access](<https://devfeed.tech/articles/10-tips-for-preparing-apis-for-agentic-access-12643.md>)

Original publisher: [Read original article](<https://nordicapis.com/10-tips-for-preparing-apis-for-agentic-access/>)

Author: J Simpson

Published: 2026-08-27T11:40:00Z

Content type: article

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [observability](<https://devfeed.tech/topics/observability.md>), [Security](<https://devfeed.tech/topics/security.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [Cloudflare](<https://devfeed.tech/topics/cloudflare.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api-best-practices](<https://devfeed.tech/tags/api-best-practices.md>), [api-design](<https://devfeed.tech/tags/api-design.md>), [api-discovery](<https://devfeed.tech/tags/api-discovery.md>), [api-documentation](<https://devfeed.tech/tags/api-documentation.md>), [api-monitoring](<https://devfeed.tech/tags/api-monitoring.md>), [api-security](<https://devfeed.tech/tags/api-security.md>), [apis](<https://devfeed.tech/tags/apis.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [blog](<https://devfeed.tech/tags/blog.md>), [json-schema](<https://devfeed.tech/tags/json-schema.md>), [oauth](<https://devfeed.tech/tags/oauth.md>), [observability](<https://devfeed.tech/tags/observability.md>), [openapi-specification](<https://devfeed.tech/tags/openapi-specification.md>), [security](<https://devfeed.tech/tags/security.md>), [workflows](<https://devfeed.tech/tags/workflows.md>)

### AI overview

Ten ways to prepare APIs for agentic access by improving discovery, security, observability, workflows, and predictable design for AI agents.

### Source excerpt

In May 2026, Cloudflare released a new tool called isitagentready.com. It analyzes a URL for everything an agentic AI would need to interact with a site and then returns a score out of 100. Even better still, it breaks down its assessment by category, letting you know how your site performs for discoverability, accessibility from ...

## Are We Overengineering Modern Infrastructure?

DevFeed: [Are We Overengineering Modern Infrastructure?](<https://devfeed.tech/articles/are-we-overengineering-modern-infrastructure-12647.md>)

Original publisher: [Read original article](<https://nordicapis.com/are-we-overengineering-modern-infrastructure/>)

Author: Art Anthony

Published: 2026-08-14T07:00:00Z

Content type: opinion

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [data](<https://devfeed.tech/topics/data.md>), [Kubernetes](<https://devfeed.tech/topics/kubernetes.md>)

Tags: [2026](<https://devfeed.tech/tags/2026.md>), [api-logging](<https://devfeed.tech/tags/api-logging.md>), [api-metrics](<https://devfeed.tech/tags/api-metrics.md>), [api-monitoring](<https://devfeed.tech/tags/api-monitoring.md>), [apis](<https://devfeed.tech/tags/apis.md>), [blog](<https://devfeed.tech/tags/blog.md>), [cloud-native](<https://devfeed.tech/tags/cloud-native.md>), [devops](<https://devfeed.tech/tags/devops.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [kubernetes](<https://devfeed.tech/tags/kubernetes.md>), [platform-summit](<https://devfeed.tech/tags/platform-summit.md>), [summit](<https://devfeed.tech/tags/summit.md>), [uk](<https://devfeed.tech/tags/uk.md>)

### AI overview

The article previews Faith Sodipe's Nordic APIs Summit 2026 talk about scaling data ingestion while avoiding unnecessary Kubernetes use. It focuses on whether modern infrastructure has become overly complex.

### Source excerpt

Ahead of his 2026 Nordic APIs Summit talk on scaling data ingestion without turning to Kubernetes, we check in with Bauer Media Group UK's Faith Sodipe to talk about infrastructure complexity. In the tech space, perhaps more than in any other, we are always looking for the next big thing. Whenever a new platform, standard, ...

## API Gateways, AI Gateways, and MCP Gateways: Are Enterprises About to Pay Twice Again?

DevFeed: [API Gateways, AI Gateways, and MCP Gateways: Are Enterprises About to Pay Twice Again?](<https://devfeed.tech/articles/api-gateways-ai-gateways-and-mcp-gateways-are-enterprises-about-to-pay-twice-again-12645.md>)

Original publisher: [Read original article](<https://nordicapis.com/api-gateways-ai-gateways-and-mcp-gateways-are-enterprises-about-to-pay-twice-again/>)

Author: Rashmi Baberwal

Published: 2026-08-12T07:00:00Z

Content type: article

Language: en

Sources: [Nordic APIs](<https://devfeed.tech/sources/nordic-apis.md>)

Topics: [API](<https://devfeed.tech/topics/api.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Security](<https://devfeed.tech/topics/security.md>), [observability](<https://devfeed.tech/topics/observability.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [api](<https://devfeed.tech/tags/api.md>), [api-architecture](<https://devfeed.tech/tags/api-architecture.md>), [api-discovery](<https://devfeed.tech/tags/api-discovery.md>), [api-documentation](<https://devfeed.tech/tags/api-documentation.md>), [api-gateway](<https://devfeed.tech/tags/api-gateway.md>), [api-governance](<https://devfeed.tech/tags/api-governance.md>), [api-management](<https://devfeed.tech/tags/api-management.md>), [api-monitoring](<https://devfeed.tech/tags/api-monitoring.md>), [apis](<https://devfeed.tech/tags/apis.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [blog](<https://devfeed.tech/tags/blog.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [infrastructure](<https://devfeed.tech/tags/infrastructure.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>), [platforms](<https://devfeed.tech/tags/platforms.md>), [security](<https://devfeed.tech/tags/security.md>), [strategy](<https://devfeed.tech/tags/strategy.md>)

### AI overview

The article examines how enterprises can prepare existing API infrastructure for AI gateways, MCP gateways, and agent-driven operations. It highlights prior investments in API management platforms, gateways, developer portals, security, observability, and API-first development.

### Source excerpt

Over the last decade, enterprises invested heavily in API infrastructure. They purchased API management platforms, deployed gateways across business units and regions, built developer portals, introduced security and observability tools, and encouraged teams to adopt API-first development. The business case was compelling. APIs would make enterprise capabilities easier to reuse, shorten integration timelines, improve partner ...