Los Angeles, CA · Direct engineering correspondence

Engineering Roles & Direct Inquiry

Full-time AI infrastructure, agent systems & reliability engineering roles (senior-level and higher-scope), open-source collaboration across krusch-stack, @krusch/toolkit, krusch-context-mcp, and krusch-coding-harness, and technical architecture discussions.

Engineering & Open-Source Inquiry Tracks

01 / Full-Time Roles

AI Systems & Infrastructure Roles

Senior-level and higher-scope engineering roles owning agent control planes, multi-tier LLM routing, bare-metal/cloud GPU inference, post-training (QLoRA + DPO), and PostgreSQL state substrates.

02 / Open Source

Agent Harnesses & 3-Tier MCP

Technical questions, benchmark reproduction, or architectural collaboration on krusch-stack, @krusch/toolkit, krusch-context-mcp (91.17% queued DolphinBench upload, 90.26% LoCoMo), and krusch-coding-harness.

03 / Reference Blueprint

Offline-Capable RAG & System Design

Deep dives into local-first OCR, pgvector HNSW + BM25 RRF retrieval, coordinate citation grounding (KruschNexus), and bounded 2PC execution gates.

Alternative Channels: GitHub Issues (@kruschdev) · LinkedIn · X Direct Message (@Kev96790724) · View Sovereign Reference Architecture
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