This episode of Ship It Weekly is about AI agents moving from helpful coding assistants into real operational actors. Brian covers GitHub making Copilot cloud agent tasks available through a REST API, Auth0 bringing authentication and authorization to MCP servers, Red Hat positioning Ansible as a trusted execution layer for agentic IT operations, and OpenAI Daybreak pushing AI deeper into security research and remediation.

The bigger thread this week is authority: what these agents can reach, what they can change, who approved the action, and who owns the outcome when something breaks.

Brian also covers Discord’s ScyllaDB automation work, AWS GuardDuty crypto mining detection, queues and back pressure, and a Datadog PostgreSQL case where an index scan was still painfully slow.

Sponsored by Guardsquare https://hubs.ly/Q04fJgkJ0

Links

GitHub Copilot cloud agent tasks via REST API https://github.blog/changelog/2026-05-13-start-copilot-cloud-agent-tasks-via-the-rest-api/

GitHub REST API endpoints for agent tasks https://docs.github.com/en/rest/agent-tasks/agent-tasks

Auth0 Auth for MCP is now generally available https://auth0.com/blog/auth0-auth-for-mcp-servers-generally-available/

Red Hat on Ansible as the execution layer for agentic IT https://www.redhat.com/en/about/press-releases/red-hat-establishes-ansible-automation-platform-trusted-execution-layer-it-operations-agentic-era

OpenAI Daybreak https://openai.com/daybreak/

Discord automates ScyllaDB clusters at scale https://discord.com/blog/how-discord-automates-scylladb-clusters-at-scale

AWS GuardDuty crypto mining detection and prevention https://aws.amazon.com/blogs/security/detecting-and-preventing-crypto-mining-in-your-aws-environment/

Queues do not absorb load, they delay failure https://dzone.com/articles/queues-dont-absorb-load-they-delay-bankruptcy

Datadog on inefficient PostgreSQL index scans https://www.datadoghq.com/blog/detect-inefficient-index-scans-with-dbm/

This week’s On Call Brief https://www.tellerstech.com/on-call-brief/2026-W20/

More episodes and show notes https://shipitweekly.fm/

This episode of Ship It Weekly is about modern reliability getting squeezed from both directions. Old-school failures still hit hard, like broken DNSSEC, kernel privilege escalation bugs, and GitOps behavior changes. But newer automation layers add a second kind of risk, where AI agents, machine identity, and cloud control planes can do real damage fast when authority is too broad. Brian covers the Cursor and PocketOS production database wipe, the .de DNSSEC outage and Cloudflare’s response, Bluesky’s April outage postmortem, Argo CD v3.1.16 reaching end of life plus the v3.4.1 behavior change, Linux kernel CVE-2026-31431 under active exploitation, and why Google Cloud Agent Identity and AWS MCP Server GA both point to agents becoming first-class infrastructure actors.

Sponsored by Guardsquare https://hubs.ly/Q04fJgkJ0

Links

Cursor / PocketOS production database wipe https://www.tellerstech.com/on-call-brief/2026-W19/

Cloudflare on the .de DNSSEC outage https://blog.cloudflare.com/de-tld-outage-dnssec/

Bluesky April 2026 outage postmortem https://pckt.blog/b/jcalabro/april-2026-outage-post-mortem-219ebg2

Argo CD releases: v3.1.16 final release and v3.4.1 behavior change https://github.com/argoproj/argo-cd/releases

Linux kernel CVE-2026-31431 https://nvd.nist.gov/vuln/detail/CVE-2026-31431

AWS bulletin for CVE-2026-31431 https://aws.amazon.com/security/security-bulletins/rss/2026-026-aws/

Google Cloud Agent Identity https://cloud.google.com/blog/products/identity-security/whats-new-in-iam-security-governance-and-runtime-defense

AWS MCP Server is now generally available https://aws.amazon.com/blogs/aws/the-aws-mcp-server-is-now-generally-available/

Cross-region disaster recovery for Amazon EKS using AWS Backup https://aws.amazon.com/blogs/containers/cross-region-disaster-recovery-for-amazon-eks-using-aws-backup/

Google Ads new data retention policy starting June 1, 2026 https://ads-developers.googleblog.com/2026/05/new-data-retention-policy-for-google.html

This week’s On Call Brief https://www.tellerstech.com/on-call-brief/2026-W19/

More episodes and show notes https://shipitweekly.fm/

This is a guest conversation episode of Ship It Weekly, separate from the weekly news recaps.

This episode is not sponsored. I wanted to cover IaCConf because the theme lines up closely with what Ship It Weekly focuses on: infrastructure, platform engineering, DevOps, SRE, and how teams are adapting to AI-driven change.

In this Ship It: Conversations episode, I talk with Gareth Kersey about IaCConf 2026, a free virtual conference focused on infrastructure as code, platform engineering, DevOps, SRE, and infrastructure operations. The conference is May 14th 2026.

The main theme is “keeping pace.” Not just keeping pace with new tools, but keeping pace with the speed of software delivery now that AI is changing how quickly application teams can write, ship, and change code.

We talk about what that means for the infrastructure teams underneath it all: the people responsible for Terraform, Kubernetes, GitOps, policies, secrets, cost, security, rollback paths, and making sure faster delivery does not turn into faster chaos.

Gareth walks through the IaCConf 2026 agenda, including Corey Quinn’s keynote, AI and Terraform sessions, platform engineering panels, Kubernetes and Argo CD talks, AI agents managing infrastructure as code, governance challenges, and the risk of 10x code velocity becoming 10x operational risk.

The bigger theme here is that AI is not just changing how code gets written. It is changing the pressure on the systems around delivery. Infrastructure as code, platform engineering, policy, and operational guardrails matter even more when the pace of change goes up.

Highlights

• What “keeping pace” means for infrastructure, DevOps, SRE, and platform teams

• Why faster application development can create more downstream operational pressure

• Corey Quinn’s keynote, “AI Speaks Terraform Like a Tourist”

• How AI-generated infrastructure changes create new governance and review challenges

• Why infrastructure as code still matters as AI agents and automation become more common

• Sessions covering Terraform, Kubernetes, Argo CD, GitOps, platform engineering, and AI-driven workflows

• The risk of 10x code velocity turning into 10x operational risk

• How platform teams can support faster developers without giving up safety or governance

• Why IaCConf includes panels, demos, technical talks, and practitioner stories instead of only tool-specific content

• How IaCConf has grown from its first event in 2025 into a broader infrastructure community

• Why the event is trying to stay community-focused instead of becoming just another vendor marketing conference

• The role of feedback, future spotlight events, in-person meetups, and possible community spaces around IaCConf

• Why registering still makes sense even if you cannot attend live, since sessions are available afterward

IaCConf links

• IaCConf 2026 registration page - https://www.iacconf.com/iacconf-2026

• IaCConf LinkedIn page - https://www.linkedin.com/showcase/iac-conf/

• IaCConf: https://www.iacconf.com/

• IaCConf is supported by Spacelift: https://spacelift.com

Our links

More episodes + show notes + links: https://shipitweekly.fm

On Call Brief: https://oncallbrief.com