Agent systems engineer · Glasgow, UK
I build agent workflows, CI remediation tools, and infrastructure diagnostics. The work below shows how they use evidence, permissions, and verification.
Updated Sep 2026
A public library of engineering procedures for coding agents: investigate from source, keep permissions explicit, and verify the result.
codex-skills / procedure library
DevOps · Hosted demo retired
Diagnoses failed GitHub Actions and Jenkins runs. Opens a fix PR when the path is safe; otherwise files a reviewable issue.
PipelineHealer / controlled remediation flow
DevOps
Collects infra snapshots and telemetry, ranks findings, and adds an optional AI summary for triage.
Start with the source and the failure. Keep the context that makes a diagnosis reviewable. Give automation a narrow job and an explicit limit on what it can change.
A proposed fix needs a check through the path that failed. A deployment needs its own proof. Those are separate outcomes, even when one tool handles both.
Earlier platform and GitOps workClusters, workloads, ingress, TLS, and day-2 ops that hold up under change.
Kubernetes · Helm · Kustomize · Ingress / TLS · cert-manager · Traefik
Observability HubRocket.Chat on K8sSignalForgeRepeatable infrastructure with clean boundaries between ops and apps.
Terraform · Terraform automation schedules · OCI (OKE) · AWS · Azure · Networking basics
GitOps Control PlaneTerraform on OKEBuild, test, security checks, and release workflows recorded in public repositories.
Jenkins (Multibranch Pipelines) · GitHub Actions · Azure Pipelines · Docker · Argo CD / GitOps · Static analysis + security gates
Jenkins + EKS CI/CDPipelineHealerGitOps deliveryGitHub Actions sourceAzure Pipelines sourceMetrics, logs, traces, and practical dashboards that answer questions fast.
Grafana · Prometheus · Prometheus remote_write · Loki · Tempo · OpenTelemetry Collector
LGTM on OKEGitOps + DashboardsNext.js UI for this site and side projects.
Next.js · React · TypeScript · Tailwind CSS · Accessibility
Projects UIMDX BlogITIL 4 Foundation
PeopleCert · Year not listed
Microsoft Certified: DevOps Engineer Expert
Microsoft · Issued 2023
Microsoft Certified: Security, Compliance, and Identity Fundamentals
Microsoft · Issued 2026
Microsoft Certified: Azure AI Fundamentals
Microsoft · Issued 2021
Microsoft Certified: Azure Fundamentals
Microsoft · Issued 2021
Microsoft Certified: Azure Administrator Associate
Microsoft · Issued 2022
AWS Certified Cloud Practitioner
Amazon Web Services · Year not listed
MS-100: Microsoft 365 Identity and Services
Microsoft · Issued 2019
What mira-mode is, where it came from, and the loop I use when my coding agent keeps making the same mistake because of how its instructions are written.
I ran 22 scripted scenarios against the main skill my coding agent follows. Three failed, each because of one sentence. Here is what I changed and what the reruns could not prove.
Based in Glasgow, UK. Open to remote or hybrid platform, SRE and cloud infrastructure roles.