Marketplace

Audit application configuration: environment variables, secrets management, config validation, and environment parity.

Audit code for race conditions, deadlocks, and thread safety issues in async and multi-threaded code.

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 CI pipelines are flaky, slow, or failing intermittently; diagnoses root causes from logs and configs and prescribes durable fixes.

Optimize CI pipeline caching: layer caching, dependency caching, test splitting, and parallel execution strategies.

Design effective chatbot conversations: intent mapping, escalation flows, personality design, and fallback strategies.

Design chaos engineering experiments: hypothesis formation, blast radius control, steady-state metrics, and game day execution.

Design canary and progressive deployment strategies: traffic splitting, health metrics, automatic rollback, and analysis windows.

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

Deploy and manage Azure infrastructure: VMs, AKS, App Service, databases, storage, networking, and Entra ID via az-cli with safety checks.

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

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.

Deploy and manage AWS infrastructure with safety: VPC setup, EC2/ECS/EKS provisioning, IAM roles, RDS databases, and pre-deploy cost/safety checks via aws-cli.

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

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 a repo's test suite is red and you must drive it to green by patching the code under test within a budget, without masking regressions.

Design secure authentication flows: OAuth2, OIDC, session management, token rotation, and multi-factor authentication patterns.

Harden APIs against attacks: input validation, output encoding, rate limiting, CORS, CSP, and injection prevention.

Design AI writing assistant features: tone control, suggestion timing, feedback loops, and human-in-the-loop editing.

Design AI-powered search experiences: semantic search, conversational interfaces, result ranking, and relevance tuning.

Design AI content moderation pipelines: multi-layer classification, appeal workflows, edge case handling, and trust safety.

Design AI code review systems: PR analysis, finding prioritization, false positive suppression, and developer feedback.