Marketplace

Use when provisioning or cost-tuning OVHcloud: Public Cloud instances, MKS Kubernetes, Object Storage, vRack, Octavia LB, Terraform, EU data residency.

Use when building or hardening a GCP organization: folder/project hierarchy, Shared VPC, org policies, least-privilege IAM, log sinks, billing guardrails.

Use when designing or migrating a workload onto Cloudflare's edge: Workers, R2, D1, KV, Durable Objects, Cache Rules, WAF, and origin cutover.

Use when applying or auditing an Azure landing-zone baseline: management groups, Azure Policy, RBAC, Defender for Cloud, budgets and Log Analytics.

Use when asked to audit, score, or harden an AWS account, Organization, or workload across the six Well-Architected pillars with evidence-backed findings.

Invoke to cut an existing AWS bill: find idle resources, unattached EBS, NAT egress, oversized instances and missing Savings Plans, with quantified savings.

Use when managing AWS S3, EBS, EFS, RDS or DynamoDB: buckets, encryption, lifecycle, snapshots, backups, restores and verified data migration.

Invoke to instrument or investigate a live AWS workload: CloudWatch alarms and metric math, Logs Insights, X-Ray traces, CloudTrail forensics, incident triage.

Use to provision and operate AWS compute: EC2, AMIs, ASGs, ECS/Fargate services and Lambda — deploys, rollbacks, logs and right-sizing, with dry-run safety.

Invoke to drive AWS from the CLI or boto3: SSO login, assume-role, profiles, regions, pagination, JMESPath --query, waiters and dry-run-gated mutations.

Use when creating, updating, suspending or deleting Google Workspace users, groups, org units or licences at scale via the Admin SDK Directory API.

Use when auditing a Google Workspace tenant: admin roles, 2SV coverage, third-party OAuth grants, external Drive sharing and login anomalies.

Use when a task needs domain-wide Google Workspace API access (Directory, Reports, Gmail, Drive) and credentials are missing or returning unauthorized_client.

Use when onboarding, transferring, disabling or offboarding Microsoft Entra ID users, their group memberships and their licenses through Microsoft Graph.

Use when a task needs Microsoft Graph access: register an Entra app, pick delegated vs application permissions, grant admin consent, authenticate.

Diagnose visual bugs in Godot 4 — invisible objects, blurry sprites, black materials, transparency sorting, shadow and shader faults — using measured evidence.

Deploy and manage Vultr cloud infrastructure: instances, Kubernetes, block storage, object storage, DNS, and firewalls via vultr-cli.

Design voice assistant experiences: intent design, dialogue management, error recovery, and multi-modal handoff.

Optimize vector databases: index selection (HNSW, IVF), parameter tuning, metadata filtering, and cost-performance tradeoffs.

Generate synthetic training data: schema preservation, distribution matching, privacy guarantees, and quality validation.

Audit software supply chain security: SBOM generation, dependency provenance, artifact signing, and CI/CD hardening.

Design real-time stream processing: windowing, watermarking, exactly-once semantics, and state management.

Write production SRE runbooks: alert response procedures, diagnostic steps, escalation paths, and post-action verification.

Diagnose slow SQL with execution-plan analysis and rewrite queries and indexes; use when a query is slow, times out, or burns database CPU.