# API Logging

Published articles for API Logging.

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## 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 ...

## 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, ...