DevOps & Cloud

Deployment, cloud, containers, CI/CD, monitoring, and infrastructure

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1544 Incident Timeline E69462d2A**Incident ID**: INC-2025-11-11-001 **Severity**: SEV-1 (Revenue Impacting) **Start Time**: November 11, 2025 - 8:00 PM EST **Detection Time**: November 11, 2025 - 10:15 PM EST (2h 15min delay) **Resolution Time**: TBD **Total Impact**: TBDdevopsrustgoVotes: 0GitHub stars: 9
1543 Defaults E665598bAThis file contains shared configuration values that all agents should reference to maintain consistency. > **Note**: Agents should import these defaults rather than duplicating them. > > **⚠️ See Also**: [AVM Pitfalls](./avm-pitfalls.md) for known AVM parameter issues and region limitations.devopspythongoVotes: 0GitHub stars: 9
1540 Requirementsagent 832febeaAResearches and captures Azure infrastructure project requirementsdevopsgosqlVotes: 0GitHub stars: 9
1539 Terraform Roadmap C6b6b671D> **Extending Agentic InfraOps to support Terraform alongside Bicep** This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language. Terraform support will enable multi-cloud scenarios and support organizations with existing Terraform investments. > [!NOTE] > **Status**: Planned - See [Issue #85][tf-issue] for progress tracking. [tf-issue]: https://github.com/jonathan-vella/azure-agentic-infraops/is...devopsgobashVotes: 0GitHub stars: 9
1539 Terraform Roadmap 91c7f0b4D> **Extending Agentic InfraOps to support Terraform alongside Bicep** This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language. Terraform support will enable multi-cloud scenarios and support organizations with existing Terraform investments. > [!NOTE] > **Status**: Planned - See [Issue #85][tf-issue] for progress tracking. [tf-issue]: https://github.com/jonathan-vella/azure-agentic-infraops/is...devopsgobashVotes: 0GitHub stars: 9
1539 Terraform Roadmap 820fb50aD> **Extending Agentic InfraOps to support Terraform alongside Bicep** This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language. Terraform support will enable multi-cloud scenarios and support organizations with existing Terraform investments. > [!NOTE] > **Status**: Planned - See [Issue #85][tf-issue] for progress tracking. [tf-issue]: https://github.com/jonathan-vella/azure-agentic-infraops/is...devopsgobashVotes: 0GitHub stars: 9
1539 Terraform Roadmap 10861a74D> **Extending Agentic InfraOps to support Terraform alongside Bicep** This guide outlines the roadmap for adding Terraform support to the Agentic InfraOps workflow. Currently, the project uses Bicep as the primary IaC language. Terraform support will enable multi-cloud scenarios and support organizations with existing Terraform investments. > [!NOTE] > **Status**: Planned - See [Issue #85][tf-issue] for progress tracking. [tf-issue]: https://github.com/jonathan-vella/azure-agentic-infraops/is...devopsgobashVotes: 0GitHub stars: 9
1498 Implementation 6bfb851aA- [ ] Production API keys in secure vault - [ ] Environment variables set in deployment platform - [ ] API key scopes are minimal (least privilege) - [ ] Webhook endpoints configured with HTTPS - [ ] Webhook secrets stored securely - [ ] All tests passing (`npm test`) - [ ] No hardcoded credentials - [ ] Error handling covers all Supabase error types - [ ] Rate limiting/backoff implemented - [ ] Logging is production-appropriate - [ ] Health check endpoint includes Supabase connectivity - [ ]...devopsbashapiVotes: 0GitHub stars: 9
1498 Implementation 4b4ba452A- [ ] Production API keys in secure vault - [ ] Environment variables set in deployment platform - [ ] API key scopes are minimal (least privilege) - [ ] Webhook endpoints configured with HTTPS - [ ] Webhook secrets stored securely - [ ] All tests passing (`npm test`) - [ ] No hardcoded credentials - [ ] Error handling covers all Vercel error types - [ ] Rate limiting/backoff implemented - [ ] Logging is production-appropriate - [ ] Health check endpoint includes Vercel connectivity - [ ] Mon...devopsbashapiVotes: 0GitHub stars: 9
1336 Performance 6a12d640AExpert guidance for optimising Shopify store performance including theme speed, asset optimisation, and Core Web Vitals.devopsjavascriptgoVotes: 0GitHub stars: 9
1318 Codeguard 0 Iac Security 228a0560AWhen designing cloud infrastructure and writing Infrastructure as Code (IaC) in languages like Terraform and CloudFormation, always use secure practices and defaults such as preventing public exposure and follow the principle of least privilege. Actively identify security misconfigurations and provide secure alternatives.devopsrustbashVotes: 0GitHub stars: 9
130 Bash 430cbacaD---devopsgobashVotes: 0GitHub stars: 9
129 Monitor 22479c97AMonitor the four golden signals for every service.devopspythongoVotes: 0GitHub stars: 9
128 You 2d0647c2AIf you are developing a web application, Spring Boot Actuator auto-configures all enabled endpoints to be exposed over HTTP. The default convention is to use the `id` of the endpoint with a prefix of `/actuator` as the URL path. For example, `health` is exposed as `/actuator/health`. > **TIP** > > Actuator is supported natively with Spring MVC, Spring WebFlux, and Jersey. If both Jersey and Spring MVC are available, Spring MVC is used. > **NOTE** > > Jackson is a required dependency in order ...devopsjavareactVotes: 0GitHub stars: 9
117 Spend Queue Warnings 4281305fAThe "Spend update queue is full" warning occurs in high-volume LiteLLM proxy deployments when the internal spend tracking queue reaches capacity. This is a protective mechanism to prevent memory issues during traffic spikes.devopsbashdatabaseVotes: 0GitHub stars: 9
1134 40 Principles D16f9835AComplete reference with examples for each principle.devopsgoshellVotes: 0GitHub stars: 9
112 Yaml 2b8ae481A```yaml apiVersion: litmuschaos.io/v1alpha1 kind: ChaosEngine metadata: name: nginx-chaos namespace: default spec: # Application information appinfo: appns: 'default' applabel: 'app=nginx' appkind: 'deployment'devopspythonbashVotes: 0GitHub stars: 9
111 User 69c071eaA- The user has been reading about OpenAPI specifications and exploring tools like Swagger and Postman. - Alex's technology stack includes Django and FastAPI for Python services, Kubernetes for orchestration, Redis for caching, and Apache Kafka for event streaming. - Alex has an interest in system design and scalability patterns and is learning about event-driven architecture and message queues. - For food in San Francisco, check out the Ferry Building Marketplace for gourmet options and local devopspythongoVotes: 0GitHub stars: 9
1100 Advanced 87d29bd8ADefine task dependencies in `project.json`:devopstypescriptshellVotes: 0GitHub stars: 9
108 Deployment Verification Agent C14718e4AUse this agent when a PR touches production data, migrations, or any behavior that could silently discard or duplicate records. Produces a concrete pre/post-deploy checklist with SQL verification queries, rollback procedures, and monitoring plans. Essential for risky data changes where you need a Go/No-Go decision. <example>Context: The user has a PR that modifies how emails are classified. user: \"This PR changes the classification logic, can you create a deployment checklist?\" assistant: \...devopsgorubyVotes: 0GitHub stars: 9
1065 Search Cache Cosmos Db Migration Fa8f1507A**Version:** 0.229.064 **Date:** 2025-06-01 **Type:** Architecture EnhancementdevopspythongoVotes: 0GitHub stars: 9
1062 Scaling On Azure 38876e27AWhen your Simple Chat deployment grows in users, data, or usage, you'll need to scale the underlying Azure resources. This guide provides specific steps for scaling each component to maintain performance and availability.devopspythongoVotes: 0GitHub stars: 9
104 Python 26580545B```python import requests from typing import LiteraldevopspythongoVotes: 0GitHub stars: 9
101 Mttd 8410ae3eA- **MTTD** (Mean Time to Detect): Target < 5 minutes - **MTTA** (Mean Time to Acknowledge): Target < 5 minutes - **MTTR** (Mean Time to Resolve): Target < 30 minutes - **MTBF** (Mean Time Between Failures): MaximizedevopspythongoVotes: 0GitHub stars: 9