ISSUE 03 · SPRING/SUMMER 2026

Ryan, Polasky.

The unglamorous problems issue. A field study in shipping — a junior software engineer working on backend systems, AI/LLM tooling, and a lo-fi music habit on the side.

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★ Fresh off the press Ryan Polasky, photographed in his natural habitat (a terminal).
Ryan, '26
02

About the writer.

Liner notes · 1,400 words

I'm a Computer Science graduate from UT Dallas (May 2026). I specialise in solving the unglamorous problems that make engineering teams 10× faster — intelligent log analysis, bulletproof CI/CD pipelines, test automation that actually works, and AI-powered query generation that doesn't fall over the moment a user phrases a question oddly.

At Apple, I built LLM-powered tooling for the Camera and Photos team, automated the triage of thousands of test failures with smart categorization, and designed cloud workflows that ship fast without breaking anything. I balance velocity with reliability, security with usability, and prioritize crystal-clear communication.

Off the clock I produce lo-fi music as plasky (published since 2023), maintain a public knowledge base of my CS curriculum, and keep a close eye on the things that go wrong in production at 3am — that's where the lessons live.

Most production fires were started by a TODO that nobody undid.

04

Tour log, 2021→present.

Five entries · stamped & filed
06

Dispatches, six selected.

Letters from the workshop · since 2021
01
internal · apple

askdb — talk to your database.

A Python package + chat interface translating natural language into data-accurate SQL/NoSQL queries. Schema-aware, cost-aware, opinion-aware.

  • Python
  • FastAPI
  • Postgres
  • GCP
no public linkpage 06
02
internal · apple

ai-test-analysis — the intelligent aggregator.

Classifies failures, suggests root causes via multi-stage LLM analysis, exports unified bug reports with the right artifacts attached. Replaces a day with thirty seconds.

  • Python
  • Jenkins
  • LLMs
no public linkpage 07
03
live

ryanos — a desktop, on the web.

Answers the question — what is Ryan up to? Draggable widgets, dynamic ambient backgrounds, fluid animations across mobile + desktop.

  • React
  • FastAPI
  • Framer Motion
visit ↗page 08
04
live

notes — a digital garden for CS.

My entire UTD CS curriculum, in public. Notion as the canonical store, LaTeX for math, written for the next student walking in cold.

  • Notion
  • LaTeX
  • documentation
read ↗page 08
05
live

plasky — lo-fi, written slowly.

A hobbyist music project since 2021; lo-fi composed by hand in FL Studio, published on streaming platforms since 2023. Currently writing volume four.

  • FL Studio
  • composition
  • piano
listen ↗page 09
06
tech lead

meteormate — a better roommate match.

As Project Lead I architected a full-stack matching platform for UTD students while mentoring junior developers — replacing the impersonal forms.

  • tech lead
  • FastAPI
  • React
view ↗page 09
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Appendix A: the toolkit.

Set in trust order

Languages.

// the primary instruments
  • Pythonadvanced
  • TypeScriptadvanced
  • HTML/CSSadvanced
  • Swiftintermediate
also: JS, Java, C++, SwiftUI, R, Obj-C

Data stores.

// where the truth lives
  • PostgreSQLadvanced
  • OpenSearchintermediate
  • Redisintermediate
also: MySQL, SQLite, vector DBs, MongoDB

AI & LLMs.

// applied intelligence
  • LLM Integrationadvanced
  • RAG Systemsadvanced
  • Vertex AIintermediate
also: fine-tuning, function calling, embeddings

DevOps & Cloud.

// pipeline as product
  • Kubernetesintermediate
  • CI / CDintermediate
  • AWS & GCPintermediate
also: Docker, Helm, Terraform, Jenkins
12

Letters to the editor.

Three on file · all unsolicited
Letter 001 · Mentor★ ★ ★ ★ ★
Ryan's learning agility is remarkable… he tackles each new challenge with focus and enthusiasm. Strong communicator with clear, impactful presentations.
- Sahil PujariSr. Software Engineer · mentor
LinkedIn ↗
Letter 002 · Manager★ ★ ★ ★ ★
Ryan was a fantastic summer 2025 intern. A fast learner, he delivered his project ahead of schedule and integrated seamlessly. He performed like a full-time hire.
- Jozef KrugerEngineering Manager · manager
LinkedIn ↗
Letter 003 · Teammate★ ★ ★ ★ ★
Ryan was an exceptional intern, contributing valuable test automation tools. His initiative, clear communication, and collaboration made him a joy to work with.
- JD PaulSoftware Engineer · teammate
LinkedIn ↗
14

Submissions, welcome.

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