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:electron:
Building aggressively
:electron:
Building aggressively
72 followers · 43 following

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Starstruckx2Achievement: QuickdrawAchievement: YOLO

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rezzminator/README.md
A year of contributions drawn as an isometric landscape behind a pane of glass

I build the machinery behind LLM systems — LangChain/LangGraph pipelines, retrieval,
agent tooling, and the distributed services underneath them.

X (formerly Twitter) Stack Overflow Profile views

~ $ whoami

  • 🧠 LLM pipelines — LangChain and LangGraph in Python: stateful multi-step graphs, structured output that actually validates, retrieval over messy real-world documents.
  • 🤖 Agent systems — multi-agent research and QA pipelines on top of Claude Code, with schedulers, claim ledgers, and gates that refuse bad work.
  • 🛠 The infrastructure underneath — Go and Rust for the hot paths, Postgres and vector stores for the memory, Docker and Kubernetes to hold it together.
  • 🧪 Curious to a fault — a WebGL glass shader, an EU-AI-Act validator, a Brainfuck interpreter. If it's interesting, it gets built.
  • 📫 Find me on X.

🧰 Tech I reach for

LangChain LangGraph Claude Pydantic Vertex AI RAG and vector search



Go, Rust, Python, TypeScript, JavaScript, Swift, Docker, Kubernetes, Postgres, Redis, Cassandra, GraphQL, AWS, Linux, Nginx, Bash

📌 Featured work

🎓 professor · Go

A discipline layer for AI coding agents — multi-agent pipelines with schedulers, QA gates, and a pfm CLI that treats every running chat as infrastructure.
Go · Multi-agent · Pipelines

🧩 gemini-coax · Python

Makes Gemini structured output actually validate against your Pydantic models — repairs the anyOf/enum drop and ignored bounds that break LangChain chains.
LangChain · Pydantic · Vertex AI

📊 limit-dashboard · Swift

Native macOS dashboard for AI subscription limits — Claude, Codex and Vertex usage in one live, local-only view.
Swift · SwiftUI · macOS

🌾 harvester-web-mcp · Python

Retrieval front-end for LLM pipelines: web pages, PDFs, Office docs and archives to clean Markdown, with a wall-bypass ladder for walled academic sources.
Python · MCP · Ingestion

📄 resume101 · ⭐ 135

An opinionated resume guide for experienced software engineers. My most-starred project by a wide margin.
Guide · Career

🌫 liquid-glass · WebGL

Zero-dependency liquid-glass effect — smoke refracted through a bevelled glass slab, every parameter a live knob. Live demo »
WebGL · GLSL · Zero-deps


🛰 Right now: professor

Most AI coding setups treat chats as scrollback. Professor treats them as infrastructure — a discipline layer of agent pipelines and QA gates, plus pfm, a Go CLI that manages every AI coding session running on your machine: Claude Code, Codex and OpenCode, across accounts.

 pfm  🥇 account 1 · ⚡1h · 12 rows · 38 killed · 64 empty
 tabs   Chats   Stats   Limits    tab/shift+tab
 Chats · fuzzy search and all existing chat controls
find › type project or name                                                        12/12 visible
╭─ fleet 12 ───────────────────────────────────────────────────────────────────────────────────────╮
│╭─ api                                                                                            │
│› ✦ [ Claude ] Codex OpenCode     🥇                                             0p     0B      0s│
││ ● PAYMENTS_REFACTOR             ⬢ 🥇 ⇄                                       118p    14M      2m│
││ ⚙ SCHEMA_MIGRATION              ⚙ agent 🥈                                    20p   6.1M      7h│
│╭─ webapp                                                                                         │
││ ● ORCHESTRATOR                  🥇 ⇄ ←here                                    37p   2.7M      1m│
││ ⚙ DESIGN_PASS                   ⚙ agent 🥇                                    18p   1.9M     58m│
││ ↻ DEPLOY_PROD                   🥇                                            59p   8.6M      2d│
│╭─ ops                                                                                            │
││ ● FLEET_BUILDER                 ⬢ ⇄                                           77p    94M      0s│
││ ↻ CCC                           🥈                                           452p    32M     54m│
╰──────────────────────────────────────────────────────────────────────────────────────────────────╯
 ↑↓ move  enter open  esc cancel  type to fuzzy-find
 ⌃X hide  ⌃E 1h  ⌃S account  ⌃O reboot

Every AI chat on the machine, grouped by repo — live (●), resumable (↻) or agent-run (⚙), across accounts (🥇🥈). ⇄ marks chats that talk to other chats; ←here is the one you are sitting in. Pick one, attach, or fire it a goal without ever attaching. There is a cosmos tab too, which draws the same fleet as a star map.

📈 GitHub at a glance

GitHub stats: total stars, public repos, contributions, followers, and top languages

🧊 The same year, broken down

3D isometric view of the last year of GitHub contributions

🐍 ...and the snake that eats it

A snake animation eating the GitHub contribution graph

The banner, stats card, 3D graph and snake are generated in this repo by GitHub Actions and committed as static SVGs — the badges are the only rented pixels.

Pinned Loading

  1. resume101 resume101 Public

    Expert resume guide for experienced software engineers

    137 2

  2. professor professor Public

    Multi-agent framework for Claude Code, Codex & OpenCode — coding agents you can watch, message and hold to rules

    Go 8 1

  3. gemini-coax gemini-coax Public

    Make Google Gemini structured output actually validate against your Pydantic models — fixes the anyOf/enum drop, ignored numeric & length bounds, and degraded array tails.

    Python 3

  4. harvester-web-mcp harvester-web-mcp Public

    No longer maintained — this MCP fetch/search server now ships inside the Professor framework as its built-in harvester (fetch, search, findWorks, archive, cache). Use github.com/rezzminator/profess…

    Python 1

  5. limit-dashboard limit-dashboard Public

    Native macOS dashboard for AI subscription limits — Claude/Claude Code usage windows across multiple accounts, OpenAI Codex (ChatGPT) rate limits, and Google Vertex AI token spend. Live reset count…

    Swift 1

  6. liquid-glass liquid-glass Public

    Liquid glass effect for the web — zero-dependency WebGL backdrop: slow white smoke refracted through a thick bevelled glass slab that tracks any element. Glassmorphism in a shader, every parameter …

    JavaScript 1