# Professional Showcase ### *Ty Limoges, lead of Syn_OS — a snapshot of the work that produced v80.0.0 "Sunlance", the 1.0 GA release.* --- ## the project **Syn_OS** is a multi-year, full-stack cybersecurity operating system project conceived, architected, and led by Ty Limoges out of LumOs Solutions. It is not a fork. It is not a theme on top of an existing distribution. It is a from-scratch operating system platform that takes itself seriously across: - Custom Linux kernel engineering - A 209-crate Rust workspace - Local AI daemon design and integration - A gamified training environment with 108 hand-authored labs - A distributed, encrypted-by-default mesh - A 41-stage self-healing build pipeline - Post-quantum cryptography integration - Game engine integration via Bevy 0.14 - Documentation craft at production quality It is the kind of project that exercises the full stack and refuses to ship at a quality bar lower than the one its own gates enforce. --- ## the v80 numbers | Metric | Value | |---|---| | Version | **v80.0.0** "Sunlance" — **1.0 GA** | | Release campaign | **20 consecutive versions** (v61 → v80) to GA | | Cargo workspace | **209 active crates**, 0 compile errors | | Kernel AI/observability interface | Signed, capability-gated Rust kernel modules (root-only) | | Kernel hot-path Rust | Majority Rust (one-way Rust-ratchet commitment) | | AI daemon | **ALFRED v6.0**, local-only inference | | GRIMOIRE labs | **108** hand-authored, manifest-enforced (**catalog 1.0**) | | Lab categories | **13** | | Bevy game engine plugins | **8** | | ISO profiles | **3** (Operator / GRIMOIRE Public / Goodlife) | | Build pipeline | self-healing, multi-stage | | Post-quantum crypto | **default** (hybrid ML-KEM / ML-DSA, SLH-DSA) | | Supply chain | SBOM per ISO, Cosign + Rekor, SLSA build-from-source attestation | | Documentation | version-aware, fact-checked against source | --- ## the disciplines exercised - **Kernel-level systems engineering.** Custom Linux 6.19 build with `CONFIG_RUST=y`. A capability-gated, signed-module interface exposing AI/observability state to userspace (the GA re-architecture of the kernel AI surface). KSPP hardening. MOK module signing enforced. Kernel observability instrumentation (eBPF, perf, attestation hooks). - **Rust at scale.** 209-crate workspace with deliberate architectural separation. `cargo deny` clean (OpenSSL/native-tls banned). Sustained discipline around dependency hygiene and supply-chain posture. - **AI/ML integration.** Local-first inference via Ollama and ONNX. An 11-region neuroanatomically-modeled brain daemon (ALFRED). Cortex stage fusing traditional AI, neuromorphic spike networks, quantum coherence, and TNGS into a unified decision pipeline. No cloud in the critical path. - **Game design and engine integration.** Bevy 0.14 integration across 8 plugins (~7,000+ lines). Cutscenes, mindmaps, retro filters, cyberspace exploration, skill trees, faction HQs, system monitors, kernel-state visualization. - **Distributed systems.** 8-node Tailscale mesh (WireGuard fallback) coordinated through a Kubernetes operator. mTLS + per-tenant HMAC. Cross-oracle build verification for SLSA-3 dual-witness signatures. - **Post-quantum cryptography.** ML-KEM, ML-DSA, SLH-DSA integrated into the trust toolkit through the project's `Icarus` crate. - **Build engineering.** 41-stage, self-healing, multi-hour pipeline producing three signed ISOs from a single source tree, with mechanical enforcement of capability boundaries between images. - **Compliance and supply chain.** SBOM (CycloneDX) per ISO. Cosign + Rekor signing. SLSA-3 reproducible build target. FedRAMP Moderate control map (v59 Doublecross). Daily continuous monitoring. - **Documentation craft.** MkDocs Material site, version-aware, checked against the source tree. Operator runbooks. Stage-by-stage build-wizard pedagogy. --- ## the way of working - **Quality bar held high.** Test coverage taken seriously. Continuous integration treated as load-bearing rather than ceremonial. Reproducibility, supply-chain provenance, and binary boundary enforcement engineered in rather than hoped for. - **Long-arc discipline.** Multi-year sustained execution. Eighty version releases to a 1.0 GA. The v61 → v80 campaign coordinated twenty consecutive releases into a single coherent general-availability surface. - **Solo-led, multi-perspective.** Architectural through-line carried by the lead, with disciplined coordination across the disciplines listed above. - **Documentation as code.** Living documents. Version-aware. The kind of documentation that holds up under actual use because it's checked against the source. --- ## what this evidences For anyone evaluating cybersecurity, AI, or systems engineering candidates: the body of work here demonstrates the ability to hold a complex, multi-disciplinary project across a long arc, to make architectural decisions that compound rather than collapse, and to sustain quality without the scaffolding of a large team. For anyone evaluating leadership: a project of this scope cannot be willed into existence. It requires opinionated technical taste, disciplined prioritization, mechanical enforcement of standards, and a sustained appetite for the unglamorous work — building, repairing, documenting, and refining the same systems over years until they hold up. --- ## further reading - [README.md](./README.md) — what Syn_OS is and what's in v80 - [GRIMOIRE.md](./GRIMOIRE.md) — the gamified training platform - [ARCHITECTURE.md](./ARCHITECTURE.md) — the four pillars and the substrate - [FEATURES.md](./FEATURES.md) — capability inventory - [ROADMAP.md](./ROADMAP.md) — what's shipped and what's coming - [CHANGELOG.md](./CHANGELOG.md) — public release notes, v80 GA --- If any of the above aligns with what you're looking for — in a hire, in a partner, in a research collaborator — we'd be glad to have the conversation. **Last updated:** 2026-05-27