37 articles
Case studies and success stories. Learn from real-world digital projects and marketing experiments.
Projects
General-purpose tools miss the highly specific rules that keep your infrastructure running. Discover how to use AWS DevOps Agent custom SRE agents to automate drift detection, enforce tagging, and replace static runbooks with AI-driven context....
1
Projects
Mastering cloud infrastructure requires more than just deploying code. From resolving Kubernetes memory limits and OOMKilled errors to configuring AWS VPCs and Linux environment variables, this guide breaks down the essential mechanics of cluster management....
12
Projects
AI agents are notoriously unpredictable, breaking traditional software testing. Harness is fixing this with new CI/CD tools like AgentTrace and AI Evals to govern probabilistic models in production....
17
Projects
A three-second database slowdown can instantly trigger a self-inflicted outage. The culprit? Network dependency checks hidden inside liveness endpoints. Readiness sheds traffic, but liveness kills processes....
3
Projects
The new AI DevOps platform intercepts telemetry data at the edge instead of shipping it to third-party dashboards. By combining open-source SmartHub with its commercial Octant suite, MyDecisive claims it can cut production operating costs by nearly 90%....
4
Projects
Deployments handle stateless compute, StatefulSets manage persistent databases, and DaemonSets guarantee one agent per node. Mastering these 15 Kubernetes objects is the key to building self-healing infrastructure....
13
Projects
Threat actor '888' is selling 35GB of stolen data, exposing Azure DevOps keys and private repositories. The real danger isn't just lost code - it's the CI/CD supply chain risk....
15
Projects
Machine learning is quietly taking over backend operations. By analyzing telemetry data across distributed clusters, AIOps is shifting cloud engineering from reactive firefighting to predictive, self-healing infrastructure....
7
Projects
Salesforce tracks granular metadata, while Dynamics packages broad solutions. Both integrate seamlessly with GitHub, but deployment failures rarely stem from the tools themselves. The real bottleneck is environment governance....
8
Projects
Agile and DevOps alone are no longer enough to fix workflow bottlenecks. VSM is cutting deployment lead times by 60% and reducing rollback rates with canary releases....
12
Projects
GitLab Orbit cuts AI token usage by 4.5x and boosts speed 11x. The platform now governs AI agents with strict audit trails, treating them like human staff....
11
Projects
AI copilots write code faster than ever, but broken integrations between Jira, Zendesk, and ServiceNow are the new bottleneck. Here is how AI fixes the wiring....
11
Projects
IP churn breaks stateful connections when containers migrate. While kernel-level tools like Cilium require root access, pure userspace overlays use cryptographic keypairs to bypass infrastructure friction entirely....
7
Projects
AI agents write code, the Cyber Resilience Act demands strict traceability, and manual reviews are failing. DevOps compliance is now a core engineering problem....
11
Projects
Culture represents 80% of the effort, not tools. Active-active architectures eliminate single points of failure, but syncing all data in real-time will bankrupt your cloud budget. DevOps business resilience requires strategic data tiering....
10
Projects
Startups often fail not from a lack of tools, but from silent infrastructure errors. From hardcoded Stripe keys in .env files to premature Kubernetes clusters, these 10 operational mistakes cost thousands. Here is how to build a secure, observable production environment from day one....
12
Projects
Akina offers $252K for Kubernetes skills, while SpaceX caps at $160K. Mastering Infrastructure as Code is the real key to maximizing DevOps job opportunities....
8
Projects
Deploying code just became as easy as writing it. The new Gemini CLI DevOps Extension uses AI to bridge the gap between local testing and production, automatically catching leaked secrets and generating Cloud Build pipelines on the fly....
8
Projects
Database migrations often stall due to complex troubleshooting. Learn how to automate root cause analysis for AWS DMS using the AWS DevOps Agent....
20
Projects
Landing your first DevOps role requires more than just completing AWS courses; hiring managers are looking for deployed projects and real proof of work....
4
Projects
Generative AI has accelerated code production by up to tenfold, but software testing remains a massive bottleneck that drains developer time and IT budgets....
9
