
Why AI-SRE Needs Topology, Not Just Telemetry
The limits of telemetry-only AI approaches to SRE and why topology is the missing piece.
Deep dives into Site Reliability Engineering, AI in production, and scaling infrastructure gracefully. Written by the team building the future of SRE.

How Anyshift chose Neo4j for building a temporal infrastructure knowledge graph and lessons learned over a year of production use.

The limits of telemetry-only AI approaches to SRE and why topology is the missing piece.

Watch the Anyshift product demo featuring a testimonial from Voodoo.

An interview about the AI that repairs infrastructure breakdowns in 5 minutes.
An interview with Roxane Fischer on how Silicon Valley builds AI products.

Watch the Anyshift product demo featuring a testimonial from Citrix.

Master AWS monitoring with CloudWatch, CloudTrail, AWS Config, and X-Ray for comprehensive observability.

A comprehensive guide to AWS database services including RDS, Aurora, DynamoDB, and ElastiCache.

Deep dive into AWS Lambda covering function configuration, IAM, VPC integration, and monitoring best practices.

Everything you need to know about Amazon S3 configuration, access control, encryption, and lifecycle management.

A guide to AWS Secrets Manager covering secret storage, rotation, access policies, and integration patterns.

Learn about AWS Network Firewall architecture, rule groups, policies, and logging configurations.

A video tutorial by Ned Bellavance explaining Terraform versioning best practices.

Master AWS VPC networking fundamentals including subnets, route tables, gateways, and peering configurations.

Key takeaways from the Civo Navigate SF conference.

Explore Route 53 and DNS management in AWS, including hosted zones, record types, routing policies, and health checks.

A comprehensive guide to AWS IAM covering users, groups, roles, policies, and best practices for secure access management.

A talk recording from DevOpsDays Dallas about the challenges of debugging infrastructure quickly.
![[Featured in Tessl] DevOps with AI: Identifying the impact zone, with Roxane Fischer](/images/blog/devops-with-ai-impact-zone.png?dpl=dpl_DYHfoGsVRLKW7AN79W5Tnyjx65KT)
A featured interview on Tessl about DevOps with AI and identifying the impact zone.

GenAI is everywhere. But very often, the cool and exciting demos don't work the same way in production.

Managing infrastructure at scale is a complex endeavor that demands meticulous planning, robust tooling, and continuous adaptation.

Anyshift's presentation at the Awesome AI Dev Tools event in September 2024.

Debugging infrastructure issues can be cumbersome, especially at 3AM during critical downtimes.

Managing infrastructure can be complex, especially as your organization grows.
Exploring the intersection of AI and DevOps, covering best practices, insights, and practical applications for modern infrastructure teams.
EngineeringTechnical deep dives into Anyshift's engineering decisions, architecture, and lessons learned.
ProductThe latest product updates, feature launches, testimonials, and news from Anyshift.
ExpertA comprehensive series exploring AWS resources in depth, covering best practices and Terraform configurations for each service.
AdvancedAdvanced tutorials and guides on maintaining reliable cloud infrastructure.

Annie from Anyshift shares the latest product updates, feature launches, and news about Anyshift.

Mattias is a cloud architect consultant working to help customers improve their cloud environments. He has extensive experience with both the AWS and Microsoft Azure platforms and holds professional-level certifications in both. He is also a HashiCorp Ambassador and an author of a book covering the Terraform Authoring and Operations Professional certification.

Ned is an IT professional and educator with more than 20 years of experience in the field. He has been a helpdesk operator, systems administrator, cloud architect, and product manager. In 2019, Ned founded Ned in the Cloud LLC to work as an independent educator, creator, and consultant. Ned is a Microsoft MVP since 2017 and a HashiCorp Ambassador since 2020.

With a passion for innovation and a deep understanding of cloud infrastructure, Roxane Fischer leads Anyshift.io with a vision to transform how companies manage and maintain their cloud environments. Her background as an ex-Lead Engineer and AI researcher gives her a unique ability to anticipate industry needs, driving Anyshift's growth by delivering solutions that prioritize efficiency, reliability, and long-term success.

With over 20 years of experience in the infrastructure space, Stephane Jourdan is a true authority on building scalable, resilient systems. As the author of the Infrastructure-as-Code Cookbook and former Co-Founder & CTO at CloudSkiff (creators of driftctl, acquired by Snyk), his depth of knowledge in cloud architecture and automation is unmatched.
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