“EN-02-Unity-Unreal-Engine-Code-Technical”

LLM Evaluation / Hallucination Mitigation Planner

Builds an eval harness for LLM features: golden sets, metrics, red-team cases, and CI regression gates for prompts/chains.

Observability/SLO Architect

Defines SLOs, error budgets, alerting, and dashboards for a service from user journeys — symptom-based alerting, not noise.

Cost Optimization / FinOps Engineer

Finds and prioritizes cloud/infra spend reductions with risk and engineering cost.

Migration to the Cloud / Between Clouds Planner

Sequences a migration with risk control: inventory, patterns, data movement, cutover rehearsals, and rollback.

Security Architecture / Threat Modeler (STRIDE)

Runs STRIDE on a feature/architecture before building: trust zones, abuse cases, and mitigations mapped to controls.

Technical Debt Prioritization Facilitator

Converts vague "tech debt" complaints into a ranked, quantified backlog linked to business risk and remediation cost.

Technical Spec / Design Doc Reviewer

Reviews a design doc for gaps and risky assumptions before implementation — cheaper than discovering them mid-build.

Operability: metrics/alerts/SLO, feature flags, rollback plan, launch plan,

Simplicity: does the design introduce infrastructure before it is needed? Are

Test Strategy Document Generator

Produces a complete test strategy for a service: pyramid mapping, environments, data, ownership, and release gates — aligned to risk rather than coverage theater.

Property-Based Test Designer

Finds invariants and writes property-based tests (Hypothesis/fast-check) that discover edge cases humans miss.

Chaos & Resilience Test Engineer

Designs controlled failure injection to verify retry/fallback/deadline/circuit breaker behavior actually works under load.

Load & Performance Test Builder (k6/Gatling/Locust)

Creates realistic load tests with proper workload models, thresholds, and interpretation — not just "hit the endpoint 10k times."

Docker / Containerfile Optimizer

Produces small, secure, reproducible images: layer caching, multi-stage builds, non-root, SBOM-ready, with run/diagnose commands.

Kubernetes Manifests & Helm Chart Reviewer

Reviews/writes production-grade K8s config: probes, resources, securityContext, autoscaling, PDBs, and rollout safety.

Database Migration Runbook Writer

Turns a schema change into a safe zero-downtime runbook: expand/contract steps, locks analysis, verification, rollback.

Monitoring Dashboard & Alert Builder

Specifies dashboards and alerts directly from service architecture — with thresholds derived from SLOs, not gut feel.

Incident On-Call Runbook Generator

Writes actionable runbooks for common alerts: triage decision tree, commands, mitigation before diagnosis, escalation thresholds.

Log Pipeline / SIEM Design (ELK/Loki/Splunk)

Designs application logging pipelines: schemas, sampling, retention, access control, and PII redaction at scale.

Secret Management & SDLC Security Baseline

Baseline for secrets, signing, scanners, and supply-chain controls across local, CI, and production.