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IT Systems Engineer · Fort Lauderdale, FL

Jon Pena

Systems engineer who writes the software. 7+ years as the sole or lead technologist for multi-site networks, Linux and Windows systems, Microsoft 365 and endpoint fleets, and the Python and JavaScript automation that ties them together.

Now building LLM tooling for operations: Zendesk ticket triage and an RMM troubleshooting agent. I isolate a fault to the layer it lives in, fix it there, and script the fix so it stays fixed.

Things I've built github.com/JPInert

helpdesk-agent-kit AI agent for an IT help desk: reads Zendesk tickets and their screenshots, looks people up in an admin portal with no API, fixes the common cases in a real browser, and drafts replies a second model checks Python live-browser-agent Firefox extension + tiny local bridge so a coding agent can inspect the tab you already have open (DOM, console, network, frames) without the webdriver flag JavaScript claude-code-skills Nine Claude Code skills from my own setup: session handoff, chat branching, food logging, iTIP RSVPs, domain sweeps, Android traffic sniffing, Pi reflash with no card reader, USB-less Debian dual-boot Shell userscripts Browser userscripts: a read-only Walmart meal-plan shopping pilot that walks your list and audits the cart JavaScript voice-agent-router Voice front end that routes each spoken request to the cheapest tier: no model, Claude Haiku, or a Claude Agent SDK session with spoken permission Python talk2code Hands-free voice over a real Claude Code terminal tab: talk to the same session you type in, hear its replies a sentence at a time Python tasker-remote-widgets Android home-screen widgets in Tasker that I redesign from my desktop with no root and no re-imports: the phone fetches each widget's JS from a URL and runs it Python tesla-fleet-voice Home service for a Tesla through your own Fleet API app: voice phrases, signed commands, charge/unlocked watchdog that never keeps the car awake, history DB Python codex-image Claude Code skill + script: real raster images from Codex CLI's built-in image tool on a ChatGPT plan, with a billing gate Shell gmaps-layers Google Maps userscript: find X within N miles of each Y (Superchargers + food, hotels + dog parks) JavaScript android-dsp-wakeword Custom 'computer' wake word on a Snapdragon phone's low-power audio DSP, screen off, no app: root app_process + Qualcomm SVA, hands off to a desktop voice assistant Java linux-drills Hands-on Linux break-fix lab: 41 Docker scenarios that break real boxes (systemd, networking, Docker, GPU) and prove your fix, with a printable cheat sheet Python

Today in tech

What the nerds are reading. Refreshed every 15 minutes.

#2 on Hacker News Claude Haiku 5.5

Anthropic has released Claude Haiku 5.5, its fastest and cheapest small model to date, featuring a 75% cost reduction compared to Haiku 4.5.

anthropic.com 488 points 229 comments 3h ago
#3 on Hacker News Shipping JPEG XL in Chrome

Starting with version 155, Google Chrome adds built-in support for the JPEG XL image format using a memory-safe Rust decoder.

developer.chrome.com 435 points 275 comments 10h ago

Hacker News front page, by points

  1. Visa, Mastercard, major banks facing new litigation over 'anticompetitive' fees

    A new class action lawsuit alleges Visa, Mastercard, and major banks conspired to artificially inflate credit card transaction fees for merchants since 2019.

    classaction.org 416 pts 278 comments 6h
  2. A font recreated from photographs of classic Commodore 64 keycaps

    This open-source project provides desktop and web fonts reconstructed from photographs of classic Commodore 64 keycap lettering and PETSCII graphics.

    github.com 359 pts 60 comments 12h
  3. GPT‑6 and Intelligent UI for everyone
    openai.com 358 pts 168 comments 3h
  4. Nobel Prize in Chemistry 2026 to Henri B. Kagan and Kenso Soai

    Henri B. Kagan and Kenso Soai won the 2026 Nobel Prize in Chemistry for discovering non-linear effects and autocatalysis in asymmetric organic synthesis.

    nobelprize.org 273 pts 53 comments 11h
  5. Show HN: Bigwords.page – Turn any screen into a sign. The URL is the app

    Bigwords.page is a client-side web tool that generates full-screen text signs, timers, and slides directly from URL parameters without requiring user accounts or server storage.

    bigwords.page 242 pts 78 comments 5h
  6. Animated ASCII Art for Web Pages

    This site provides animated ASCII art designed to be embedded in web pages.

    ascii.rest 225 pts 55 comments 6h
  7. Navier–Stokes Lost in Translation

    A new study shows that AI autoformalization into Lean does not guarantee that mechanically verified proofs match the original natural language mathematical arguments.

    arxiv.org 182 pts 135 comments 6h
  8. Anti-patterns in software blogging

    This guide catalogs common anti-patterns in software blogging, such as meandering introductions, overreliance on external links, and assuming too much reader background knowledge.

    refactoringenglish.com 173 pts 96 comments 8h
  9. Meta and Microsoft take steps to reduce employee usage of Claude AI

    Meta and Microsoft have restricted employee access and reduced internal spending budgets for Anthropic's Claude AI to encourage adoption of their own proprietary coding tools.

    rswebsols.com 170 pts 176 comments 2h
  10. Wood Tape (2004)
    gamesbyemail.com 127 pts 16 comments 1d
  11. The Mathocalypse

    OpenAI released hundreds of automated mathematical proofs, including a resolution to the Unique Games Conjecture, leaving researchers to parse the machine-generated papers.

    scottaaronson.blog 120 pts 114 comments 2h
  12. House with 15m underground tunnels for sale for 300k

    A house in Reading featuring a four-level subterranean network of tunnels and rooms hand-dug by its owner over twenty years is listed for sale at £300,000.

    readingchronicle.co.uk 118 pts 136 comments 8h
  13. Docker Agent

    Docker has released an open-source CLI plugin and runtime for building, orchestrating, and sharing containerized AI agents using declarative YAML configurations and OCI registries.

    github.com 115 pts 52 comments 3h
  14. AI-assisted proof of optimal packing for 11 squares

    A GitHub repository provides a Lean formalization and verification of the optimality proof for packing 11 squares using native numerical certificates.

    github.com 94 pts 44 comments 7h
  15. Google Playground: Create and play custom games

    Google launched Playground, an experimental browser-based platform that lets users create, play, and share custom games using text prompts without coding.

    blog.google 93 pts 179 comments 9h
  16. SynthID Detector
    synthid.com 71 pts 64 comments 7h
  17. ShinyHunters Extorted Boeing Spin-Off Prior to Arrests

    Jordanian authorities detained a suspected ShinyHunters leader who was actively extorting a former Boeing aviation unit using stolen data.

    krebsonsecurity.com 60 pts 14 comments 6h
  18. How machines learned precision

    An interactive historical overview explains how mechanical workshops transitioned from crude, hand-guided techniques to high-precision machining and measurement over the eighteenth and nineteenth centuries.

    glinscott.github.io 53 pts 20 comments 1d
  19. Why were Victorian elites so effective?
    worksinprogress.co 52 pts 93 comments 6h
  20. Push ifs up and fors down: The idiom, its algebra, and its limits

    The programming heuristic of pushing conditional logic upward and loops downward improves performance and clarity by centralizing branching and enabling batch processing.

    debasishg.github.io 50 pts 14 comments 2h

AI on HN, last 48 hours

  1. OpenTPU – An open-source AI accelerator, developed by AI

    OpenTPU is an open-source, AI-developed hardware accelerator that includes RTL, an ISA, a simulator, a compiler, and a profiler to run language models on an FPGA card.

    github.com 334 pts 387 comments 1d
  2. Penguin Mail – open-source Rust email client for Linux with AI

    Penguin Mail is a new open-source, Rust-based email and calendar client for Linux that supports IMAP, POP3, Gmail, and Microsoft accounts with local data storage.

    penguin-mail.com 230 pts 171 comments 23h
  3. Utah to let AI examine patients and prescribe medication without human oversight
    techspot.com 135 pts 124 comments 1d
  4. Erdosproblems.com Succumbs to the AI Onslaught
    erdosproblems.com 115 pts 52 comments 1d
  5. South Korea says AI agents appear to have been used to hack the country's banks
    reuters.com 97 pts 29 comments 21h
  6. AI tutoring with Khanmigo in a two-year school experiment

    A two-year trial in Tennessee middle schools found that using the Khanmigo AI math tutor yielded modest achievement gains, limited primarily by low student engagement.

    edworkingpapers.com 73 pts 69 comments 1d
  7. Forever junior: Skills AI can't develop for you

    Junior developers must actively cultivate curiosity, critical review skills, and deep code understanding to progress to senior roles in an AI-driven workflow.

    tech.criteo.com 61 pts 56 comments 13h

Lobsters hottest

  1. Anti-Patterns in Software Blogging

    This post catalogs common anti-patterns in software blogging, such as meandering introductions, excessive preamble, and poor reader assumptions, offering practical tips to fix them.

    refactoringenglish.com 62 pts 29 comments 8h programming
  2. Software developers are not okay

    Software developers and students are experiencing widespread burnout and leaving the tech industry due to toxic workplace incentives, layoffs, and the negative impact of AI tools.

    baldurbjarnason.com 27 pts 6 comments 2h philosophy
  3. C for Rust Programmers

    This blog post highlights key differences for Rust programmers learning C, focusing on booleans, null-terminated strings, platform-dependent integer widths, and error handling.

    bd103.dev 20 pts 6 comments 7h c · rust
  4. Creating distro build tooling for a small community

    The Chimera Linux developer details the design and workflow of the cbuild tool used for community-driven package management and distribution building.

    chimera-linux.org 18 pts 2 comments 5h linux
  5. Janet on x32: 32-bit Pointers, 64-bit Speed, 25% Less RAM

    Experiments with compiling the Janet programming language for 32-bit targets show memory reductions around 20% to 25%, but with noticeable performance overheads.

    alexalejandre.com 63 pts 19 comments 23h linux · performance
  6. An open-source, clean-room reimplementation of Adobe Photoshop in pure Rust

    PhotoCraft is an open-source, native image editing application written in Rust designed as a clean-room reimplementation of Adobe Photoshop with PSD support.

    github.com 19 pts 12 comments 9h rust · vibecoding
  7. Shipping JPEG XL in Chrome

    Starting with version 155, Google Chrome is adding decoding support for the JPEG XL image format using a memory-safe Rust implementation called jxl-rs.

    developer.chrome.com 19 pts 8 comments 9h browsers · rust
  8. Calling a function in C without naming it

    To bypass a static analysis check blocking the `execve` symbol in a grading environment, students compute the memory offset from an allowed function.

    wiro.world 10 pts 0 comments 3h c · security
  9. That Time I Worked With a Laptop Thief (2025)

    An interim IT manager discovers an IT contractor was stealing and reselling company laptops by exploiting asset inventory gaps and filing fraudulent repair claims.

    blog.pipetogrep.org 85 pts 19 comments 1d security
  10. rat's minimal register allocator

    The author replaced a linear scan register allocator in their compiler backend with a simpler priority bin-packing allocator.

    hexrat.cc 8 pts 0 comments 3h compilers · performance
  11. Is COSMIC DE mogging KDE Plasma?

    A KDE developer compares System76's COSMIC desktop environment with KDE Plasma, highlighting COSMIC's superior instant theming, unified corner radius controls, and simpler color customization.

    thelibre.news 42 pts 12 comments 21h design · linux
  12. Reasons to dislike AI coding

    An examination of common criticisms against AI-generated code suggests that opposition stems more from artistic, economic, and philosophical objections than technical limitations.

    sicpers.info 23 pts 25 comments 16h vibecoding
  13. When Submarine Cables Go Dark: Understanding and Preparing for the Risks of Taiwan's International Internet Disconnection

    A study of 2,179 popular websites in Taiwan shows that nearly 90% rely heavily on foreign-hosted resources or multinational cloud providers, leaving them vulnerable to submarine cable outages.

    resilience.ocf.tw 4 pts 4 comments 1h networking
  14. Zeroization, part 1: Wiping can make things worse

    Blindly adding zeroization calls to clear secrets from memory can force compilers to create stack copies, leaving more residual data than the original code.

    00f.net 9 pts 3 comments 5h compilers · security
  15. Explaining the Magelight XP glitch in Skyrim

    A reverse-engineering analysis of Skyrim's code explains why casting Magelight at a specific mountain near Solitude grants massive amounts of Alteration experience.

    blog.alexbeals.com 24 pts 0 comments 12h games · reversing

Get in touch

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