DevOps / CI/CD

Scaffold GitHub Actions, Dockerfiles, and Terraform for production deploys.

Build complex ffmpeg pipelines: trim, concat, watermark, transcode, subtitle burn-in.

Manage Jira tickets from the command line. Triage, assign, comment, close — at scale.

Master jj (Jujutsu) — the Git-compatible VCS Google's using. Operations explained as you go.

Generate Datadog dashboards, monitors, SLOs, and APM traces. Production observability as code.

Idiomatic Go: goroutines done right, error handling, testing, modules, perf tuning.

OWASP-aware code security audit — finds auth, input, secret, and dependency issues with remediation.

Run the app, drive the UI, confirm the change actually works — not just that tests pass.

AI commit messages that read like a senior engineer wrote them — Conventional Commits, why-not-what focus.

Generate PR descriptions reviewers actually read — summary, test plan, screenshots, breaking changes.

Build CHANGELOG.md from git history — Keep-a-Changelog format, grouped by Added/Changed/Fixed/Removed.

Terraform modules, state management, remote backends, multi-env workspaces, drift detection.

Build K8s operators with Kubebuilder — CRDs, controllers, reconciliation, webhooks, RBAC.

CI/CD workflows that scale — reusable workflows, matrix builds, caching, OIDC, secrets, releases.

React + Next.js performance — RSC patterns, partial pre-rendering, edge config, ISR, Core Web Vitals.

Thorough PR review — security, performance, correctness, style, with inline-comment-ready output.

Deep multi-file code review powered by Fable 5's long-context reasoning — whole-PR understanding.

OpenTofu/HCL authoring, drop-in Terraform migration, client-side state encryption, and tofu-only features.

Production LLM inference on Kubernetes with vLLM + KServe — InferenceService, GPU scheduling, scale-to-zero, canary.

Operate Cilium CNI with Hubble flow observability and author Tetragon eBPF TracingPolicies for runtime security.

Keyless cosign signing, SLSA Build L3 provenance, and in-toto attestation verification at admission for CRA compliance.

Instrument services with OpenTelemetry across traces, metrics, logs, and the new Profiles signal, plus Collector pipelines.

Semgrep SAST and supply-chain SCA — custom rules, taint mode, reachability, PR scanning, OWASP triage.

Crash-proof LLM agents with Temporal — durable workflows, activities, retries, and resumable state for the OpenAI Agents SDK.

Build internal platform APIs with Crossplane — XRDs, Compositions, Composition Functions, and providers.