Build Notes

A curated public index for Pythia technical papers, README-style operating notes, case-study artifacts, and launch-safe diagrams.

Technical papers and operating notes

Architecture, source boundaries, and AI-native build notes without exposing private app data.

Technical paper

Technical Whitepaper

A recruiter-friendly but technically grounded walkthrough of how Pythia Analytics combines valuation models, portfolio tooling, market context, and AI-assisted synthesis inside one Dash application.

README-style note

Public Blog Operating Hub

The durable operating layer for public posts, launch-safe diagrams, and article source boundaries.

AI build note

My Experience With AI

A first-person account of going from no coding background to shipping a real product, starting with GPT-3.5 and iterating on this project since November 2024.

Case studies and public artifacts

Launch-safe reports, PDFs, diagrams, and article pages tied to the public portfolio workflow story.

Case study

A public-safe case study showing how Pythia turns one real saved portfolio into a report with invested-sleeve performance, contribution-ranked winners and losers, thesis timing, and app evidence tables.

Public artifact

Portfolio 8 Public Report

Launch-safe report packet with redacted public tables, rendered pages, and a public dataset.

Launch note

LinkedIn Launch Kit

Ready-to-post copy for launching the story publicly, including a primary post, short variant, carousel structure, and pinned first-comment CTA.

Founder and trust-boundary notes

Why the product exists and how public artifacts stay separated from authenticated account data.

Founder note

I Wanted to Be a Portfolio Manager. So I Built One for Myself.

Pythia is the investment analysis system I built for myself because I wanted a better way to think.

Trust boundary

Launch Asset Boundary

Public-facing diagrams, screenshots, report pages, and interactive HTML are served only from the launch-safe boundary.