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abendrothj/README.md

Jake Abendroth

Systems & Infrastructure Engineer

San Francisco, CA · Graduating December 2026 (BS Computer Science, USF)

I build high-performance systems tooling and isolated backend infrastructure, primarily in Rust. My work spans OS-level security mitigations (POSIX/kernel space), low-level memory management, and real-time AI agent architectures.

🏗️ Selected Work

  • uutils/coreutilsContributor (Rust)

    Patched critical TOCTOU (Time-of-Check to Time-of-Use) symlink race conditions across install, ln, and tac during the private-disclosure window of a Canonical-funded Zellic audit. Authored cross-platform mitigations extending fd-anchored primitives (openat, mkdirat) to bypass dynamic path resolution vulnerabilities. Engineered an iterative parser for the expr utility, completely eliminating stack overflow faults for deeply nested inputs. (#13333)

    Fixes cited for CVE-2026-35356 and CVE-2026-35362, currently shipping in Ubuntu 26.04. (#9792, #10140, #10991, #11505)

  • zed-industries/zedContributor (Rust)

    Resolved Git staging corruption in the user interface by patching the buffer_diff implementation. Addressed underlying synchronization issues between the text buffer and the diffing engine to prevent invalid hunk evaluations from propagating to the UI. (#60584, resolving #60424)

  • pigPrivate Inference Gateway (Rust)

    Building a capability-aware inference gateway that treats each running model, hardware target, and runtime configuration as a schedulable ModelInstance. Implemented constraint-based routing across heterogeneous backends using measurable capabilities and live runtime signals, including vision support, reasoning modes, placement policy, context limits, and availability. Exposes an OpenAI-compatible chat-completions API while keeping inference scheduling and execution cleanly separated from higher-level agent planning.

  • simgitDisk-Efficient Multi-Agent Git Worktrees (Rust)

    Engineered a copy-on-write Git worktree CLI (sg) designed for concurrent AI agent isolation. Bypasses standard checkouts by leveraging APFS clonefile, Linux reflink, and fuse-overlayfs fallbacks to share a single baseline's physical disk blocks across N agents. Benchmarked at 8.0x less physical disk usage for 8 concurrent agents compared to standard worktrees.

  • FinlingoCo-Founder & Lead Engineer

    Architected the backend infrastructure for an autonomous financial action-agent. Built a highly concurrent WebRTC voice pipeline (LiveKit) with custom SIP trunk telephony and VAD-based interruption handling. Secured user infrastructure using AES-256-GCM field-level encryption and isolated backend execution environments (LXC).

📍 Currently

Pushing the limits of local agent infrastructure and sprinting toward Q3 goals at Finlingo. Actively exploring Systems, Core Infra, and Security Engineering roles for Q1 2027.

🔗 Let's Connect

jakea.net · LinkedIn · contact@jakea.net

Pinned Loading

  1. pig pig Public

    OpenAI-compatible inference coordinator for local llama.cpp workers — multi-worker scheduling, systemd lifecycle, streaming, tool calls.

    Rust 7

  2. simgit simgit Public

    Cheap, isolated copy-on-write git worktrees for running many AI agents on one repo at once — N checkouts for ~1× the disk. No daemon: just git + reflink/overlayfs.

    Rust 1

  3. capeval capeval Public

    AI agent trust layer; signed delegation tokens, fail-closed policy enforcement, nonce replay protection.

    Rust

  4. zed-industries/zed zed-industries/zed Public

    Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

    Rust 87.7k 9.8k

  5. uutils/coreutils uutils/coreutils Public

    Cross-platform Rust rewrite of the GNU coreutils

    Rust 23.8k 2k