Enter the interactive atlas · LinkedIn · Open a GitHub transmission
I turn ambiguous workflows into dependable AI products—designing the interface, intelligence layer, and cloud systems as one connected mission.
- Product layer — clear AI-assisted workflows with useful human checkpoints.
- Intelligence layer — agent orchestration, research flows, evaluation, and APIs.
- Systems layer — containerized services, Kubernetes delivery, monitoring, and production checks.
Pick a route, then reveal its system map and flight plan.
Maniflight is a read-only GitHub PR diagnostics CLI that explains why a pull request is blocked, separates observed blockers from evidence gaps, and identifies who can act next. It never comments, approves, reruns, or merges.
Install stable v1.0.0 → · Explore the live self-scan · Inspect the source
Reveal the Maniflight system map
pull request → read-only GitHub evidence → blockers + unknowns → next actor → terminal or JSON
- TypeScript on Node.js 22.12+ and Node.js 24
- Combines PR metadata, reviews, checks, statuses, Actions runs, and active branch rules
- Stable, schema-versioned terminal and JSON diagnostics
- Repository scan remains available as a secondary GitHub Action with accessible HTML and SVG reports
RoleForge AI turns a source resume and target role into structured fit analysis, gap guidance, tailored documents, interview preparation, and exportable artifacts. Its public frontend includes authentication, saved projects, entitlement flows, theme support, and production smoke coverage.
Launch the product → · Inspect the source
Reveal the RoleForge system map
resume upload → target role → fit and gap analysis → guided edits → application materials → export
- Next.js 16, React 19, and TypeScript
- Supabase authentication and saved projects
- Stripe-backed entitlement flows
- Light/dark themes and browser-level production smoke checks
KubeResearch AIQ is a Kubernetes-native research-agent platform inspired by NVIDIA AI-Q. A FastAPI control plane coordinates queued workers and persistent state while a React dashboard exposes research runs. Helm, Argo CD, Prometheus, autoscaling, and network-policy resources make the architecture operable—not just diagrammable.
Reveal the KubeResearch system map
research query → FastAPI control plane → Redis queue → worker fleet → persisted report
- FastAPI, Redis, PostgreSQL, and a React dashboard
- Kubernetes, Helm, Argo CD, HPA, NetworkPolicy, and Prometheus
- Deterministic mock mode for local and repeatable runs
- Optional NVIDIA-hosted, NIM-compatible execution path
This is an independent project inspired by NVIDIA AI-Q; it is not affiliated with or endorsed by NVIDIA.
Ask a question, leave useful feedback, or explore collaboration through a structured GitHub form. The conversation continues in a real public thread, so it is easy to follow up.
Start a GitHub transmission → · Use the private contact channel
GitHub transmissions are public. Do not include private, sensitive, or secret information.
Selected public systems, refreshed daily from GitHub without an external profile widget.
| Mission | Primary language | Last public push |
|---|---|---|
| Maniflight | TypeScript | 2026-07-22 |
| RoleForge AI | TypeScript | 2026-07-20 |
| KubeResearch AIQ | Python | 2026-04-23 |
Open earlier missions
- Resume Tailor Backend — a standalone FastAPI service for job-description analysis, compatibility scoring, Gemini-assisted tailoring, DOCX generation, and Docker/Cloud Run deployment.
- CollegeProjects — a C++ learning archive that includes a Key Management System and a Tamagotchi-style pet game.
Run the full interactive constellation at agrover7.com or connect on LinkedIn.
signal from ash. · all stars reserved ✦