Beyond Uptime: The Modern Guide to Measuring True Service Reliability in 2026

Read More 👉 resources.callgoose.com/blog/how-to-...

#CallgooseSQIBS #SaaSReliability #UptimeMonitoring #SLATracking #SLO #SLI #MTTR #MTTA #IncidentManagement #ITAutomation #IncidentResponse #DevOps #ITOps #SRE

💼 🚀 Oportunidades DevOps con Salarios de hasta $337k

devops.com/five-great-devops-job-op...

#DevOps #EmpleoTech #Oportunidades #CarreraTecnologica

your metrics deserve a real dashboard.

Grafana + Prometheus on yourname.mycrab.space — CPU, memory, uptime, custom metrics. shareable link, no login for read-only.

https://mycrab.space #grafana #monitoring #selfhosted #devops

AIを用いた開発における品質保証の可能性を探っています。
私が開発中のPOS機能は63項目から構成されていますが、AIに6回のチェックを依頼した結果、累計55件のバグを発見・修正できました。
これは、人間の目では見落としがちな微細なロジックエラーや整合性の問題を、AIが体系的に検出できることを示唆しています。
AIを「メタオーケストレーター」として活用することで、開発初期段階でのバグ混入を抑制し、最終的な製品の信頼性を飛躍的に向上させることが可能です。
AIは、開発プロセスにおける新たな品質管理のパラダイムを提示していますね。

#AI開発 #品質保証 #DevOps

How Serverless Computing Is Changing Software Development The world of software development is undergoing a major transformation. As businesses demand faster innovation, scalable systems, and cost-efficient infrastructure, traditional development models...

How Serverless Computing Is Changing Software Development
www.ekascloud.com/our-blog/how...
#Serverless #ServerlessComputing #CloudComputing #AWSLambda #AzureFunctions #GoogleCloud #CloudNative #DevOps #Microservices #BackendDevelopment
#SoftwareDevelopment #Programming #Developers

GitHub - mandrasch/n8n-craftcms-demo: Automatically spin up Craft CMS preview environments when a PR is opened. Triggered by GitHub webhooks, orchestrated by n8n, hosted on a single Hetzner server. Fu... Automatically spin up Craft CMS preview environments when a PR is opened. Triggered by GitHub webhooks, orchestrated by n8n, hosted on a single Hetzner server. Future goal: let an AI agent implemen...

Got a Hetzner CAX31, asked #ClaudeCode to setup a #n8n workflow for automated preview instances for every PR created on a specific GitHub repo.

github.com/mandrasch/n8...

(For experimental usage only, security check by devops humans needed. Obviously.)

#n8n #craftcms #php #devops

✅ DeepSeek is back to normal

Outage lasted ~10h 15m

Full incident timeline → apistatuscheck.com/api/deepseek

#deepseek #devops

Monitoring dashboards show you what happened — not what's happening. There's a meaningful gap between historical metrics and real-time alerting that React teams often discover the hard way, after a deploy that looked fine until users...

#devops #infrastructure #platform

Microsoft Launches Azure Copilot Migration Agent to Accelerate Cloud Migration Planning Microsoft has launched the Azure Copilot Migration Agent, an AI assistant built into the Azure portal that automates migration planning, agentless VMware discovery, and landing zone creation. Despite ...

Microsoft's Azure Copilot Migration Agent is now in public preview. It handles discovery, dependency mapping, landing zone generation, and wave planning, but won't execute the actual migration. #azure #cloudmigration #microsoft #copilot #aws #devops www.infoq.com/news/2026/03...

Why not stick to robots.txt? Because LLM scrapers are increasingly ignoring the old 'social contract.' We’re moving from polite requests to hostile architecture. But if your repo is a maze of traps, legitimate SEO crawlers might get caught in the crossfire. #devops 3/4

Another vendor webinar on shifting security left, because apparently the last seventeen weren't sufficient to convince you.

$ grep -rn "password\|secret\|token\|api_key" --include="*.py" . | head -20

#devops #automation #infrastructure

📝 Daily report 📈

Here are today's most popular trending hashtags #⃣ on our website 🌐️:

#router, #mastoart, #homelab, #freebsd, #fineart, #devops, #art

🔥 Stay tuned! 🔥

There are enough minds at Microsoft to make it a really great company. I worked there at the peak of the #devops craze.

Problem is middle management who think they deserve equal rank with deep technologists. Right now, every person Microsoft ever laid off is using AI™ to level the field.

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes Version 4.0 of the open source Kubernetes security platform Kubescape has been released, bringing runtime threat detection and a new set of AI-era security features. This is the first time the project has targeted the security of AI agents themselves, alongside its established scanning capabilities.

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes Version 4.0 of the open source Kubernetes security platform Kubescape has been released, bringing runtime threat detection ...

#Containers #Agents #Kubernetes #Cloud #Security #DevOps #news

Origin | Interest | Match

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes Version 4.0 of the open source Kubernetes security platform Kubescape has been released, bringing runtime threat detection and a new set of AI-era security features. This is the first time the project has targeted the security of AI agents themselves, alongside its established scanning capabilities.

Kubescape 4.0 Brings Runtime Security and AI Agent Scanning to Kubernetes Version 4.0 of the open source Kubernetes security platform Kubescape has been released, bringing runtime threat detection ...

#Kubernetes #Agents #Containers #Cloud #Security #DevOps #news

Origin | Interest | Match

Artifactory for Artifact Management
Store, manage & distribute binaries seamlessly across your CI/CD pipelines.
#DevOps #Artifactory #CICD #Automation

Join or host a GitHub Copilot Dev Days event near you GitHub Copilot Dev Days is a global series of in-person, community-led events designed to help developers explore real-world, AI-assisted coding.

Join a #GitHubCopilotDevDays event near you

#GitHubCopilot Dev Days is a global series of hands-on, in-person, community-led events designed to help developers explore real-world, AI-assisted coding.

🔗 github.blog/ai-and-ml/gi...

#GitHub @github.com #DevOps #ArtificialIntelligence #VScode

Consul for Service Networking
Enable service discovery, secure communication & traffic control across microservices.
#DevOps #Consul #ServiceMesh #CloudNative

Elestio Catalog Updates: 28 New Releases This Week (March 22-29, 2026) Every week, the open-source projects in the Elestio catalog ship new versions — security patches, performance boosts, entire...

#Catalog #Updates #Open #Source #Databases #AI #DevOps

Origin | Interest | Match

🔴 DeepSeek is experiencing issues

Partial System Outage

Track live status → apistatuscheck.com/api/deepseek

#devops #deepseekdown #APIstatus

Master Linux one command at a time.

Today’s command: tail
View the last lines of a file instantly — especially useful for monitoring logs and troubleshooting issues in real time.

#Linux #SysAdmin #LinuxCommands #DevOps #LearnLinux

✅ Fly.io is back to normal

Outage lasted ~15m

Full incident timeline → apistatuscheck.com/api/flyio

#fly.io #devops

✅ DeepSeek is back to normal

Outage lasted ~2h

Full incident timeline → apistatuscheck.com/api/deepseek

#deepseek #devops

🔴 Fly.io is experiencing issues

Partially Degraded Service

Track live status → apistatuscheck.com/api/flyio

#devops #fly.iodown #APIstatus

How to Import Existing AWS Resources into the Serverless Framework (Using CloudFormation Import) Introduction While working on a project to fully transition an application into...

✍️ New blog post by Mubarak Alhazan

How to Import Existing AWS Resources into the Serverless Framework (Using CloudFormation Import)

#devops #aws #serverless

The thread took a sharp turn into "cost-saving hacks." The author's move to shave pennies off object storage triggered a massive debate. Is micro-optimizing infra costs a badge of honor for solo devs, or a massive waste of expensive engineering time in a professional repo? #devops 3/4

Managing environment-specific config patches in CI/CD pipelines is a common challenge. A community discussion explores merging strategies for deploying config.yaml files with per-environment patch.yaml overlays using git-based workflows.

#devops #k8s #linux

🔴 DeepSeek is experiencing issues

Partial System Outage

Track live status → apistatuscheck.com/api/deepseek

#devops #deepseekdown #APIstatus

monitoring your own services with someone else's uptime tool?

Uptime Kuma — beautiful status dashboard. self-hosted. your data.
→ https://mycrab.space

#selfhosted #devops #monitoring

SSH blocked by a corporate firewall?

Wetty — browser terminal to your server. no client install. just HTTPS.
→ https://mycrab.space

#selfhosted #devops #sysadmin