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Working from home for Pantacor 👍
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Working from home for Pantacor 👍

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@escuelaweb @OpenVE @berserktech

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highercomve/README.md

Sergio Marin

Senior Software Engineer | Solution Architecture, Distributed Systems & Cloud Orchestration | MCP & AI Workflow Automation

Santiago, Chile · Remote

Senior software engineer with 18 years turning complex distributed systems into reliable products, from Linux edge devices to Kubernetes clouds. Top individual contributor to Pantacor's open-source over-the-air update platform (3,500+ commits since 2019), used in production by large manufacturers whose engineering teams I work with directly. I'm always on call for the platform I build.

What I build

  • Remote build platform: a multi-tenant build service (Go, MongoDB) with atomic job claims, heartbeat recovery and sandboxed Docker BuildKit runners. It turns a container image or Git repository (Dockerfile, Yocto/kas, Buildroot) into signed packages and flashable images for 5 CPU architectures.
  • AI workflow automation: the Pantacor Hub MCP server (34 tools, Streamable HTTP) with its own OAuth 2.1 authorization server (Dynamic Client Registration, PKCE), so claude.ai and Claude Code connect directly. Plus the pantavisor-apps Agent Skill, which lets AI assistants build and deploy device apps with human approval.
  • Pantacor Fleet: the release and fleet-management platform one customer runs 15,000+ Linux devices on (Go/React). It has phased rollouts, rule-based channels, a lease-based worker engine and event-driven sync. Authorization has three layers (JWT, OPA, SpiceDB/ReBAC), and tracing runs on OpenTelemetry.
  • Security: passkeys and 2FA, OAuth 2.1 / OIDC / PKCE and SSO, TPM device identity and certificate revocation, a certificate authority for OEM code signing, and AES-GCM encrypted secrets.
  • Production platform: bare-metal Kubernetes (Helm, Kafka, AWS S3), observability with Prometheus, Grafana, OpenTelemetry and EFK, a webhook pipeline on Kafka CDC with outbox, dead-letter queue and replay, and Stripe subscription billing.
  • Device tooling: pvflasher (an image flasher 2.7× faster than the balenaEtcher engine, with read-back verification), Wi-Fi onboarding over D-Bus and BLE, and pantavisor-mocker, a fleet simulator in Zig.

forEach developer

foreachdeveloper.com is my open-source studio of apps that run on your own machine, AI included:

  • Oriel: a Zig framework for desktop and mobile apps with built-in local AI (llama.cpp, whisper.cpp, Kokoro TTS, sqlite-vec).
  • GhostReel (Rust): local video search and AI-assisted editing, with hybrid full-text and vector search, an LLM-as-judge with replay evals, and an MCP server.
  • GhostPen: offline AI writing, dictation, live captions and meeting transcription.
  • HollerShare: Quick Share-compatible file transfer with Android.
  • highllama (Python): local LLM serving with a contamination-free coding benchmark.

Tech

Go · Python · Rust · Zig · TypeScript · Model Context Protocol (MCP) · Agent Skills · llama.cpp / whisper.cpp · RAG · LLM evals · Kubernetes · Helm · Docker · AWS · MQTT · Apache Kafka · OpenTelemetry · Prometheus · Grafana · OAuth 2.1 · SpiceDB / OPA · Stripe · Linux / Yocto · React · PostgreSQL · MongoDB

Find me

Pinned Loading

  1. tarparser tarparser Public

    A small library to parse tar and tar.gz files using only javascript

    JavaScript 15 1

  2. Oriel Oriel Public

    Desktop and mobile apps in Zig, with a web UI or native views: Linux, Windows, macOS, Android, iOS. Local AI, voice, signed updates.

    Zig 2

  3. GhostPen GhostPen Public

    AI text editing anywhere on your desktop: proofread, rewrite and translate in any app, live captions, dictation, built-in local models. Built with Oriel (Zig).

    Zig 1 1

  4. hollershare hollershare Public

    Native file and text sharing for desktop and Android, with encrypted Quick Share transfers.

    Zig

  5. ghostpantry ghostpantry Public

    Offline-first pantry and fridge inventory with photo scanning, on-device vision, Oriel, Zig and React

    Kotlin

  6. GhostReel GhostReel Public

    GhostReel: search inside your video folders

    Rust