Brain-Dump & Fascinations

A digital garden logging deep-dives on technical architectures, game theory schemas, and tactical structures.

Vector 01 • Software Systems

Systemic Design: Asynchronous State & Serverless Aggregations

Most modern web platforms suffer from bloated, expensive database polling models. By building event-driven state aggregations running on scheduled crons (using serverless runners like GitHub Actions or Firebase Functions) and piping that output directly to static object stores (like S3 or Cloud Storage), we completely eliminate database roundtrip latencies during client page renders.

This pattern, which I coined Static Ingestion Architecture, treats raw databases as private write-only streams and compiles the readable public state directly into highly-optimized JSON objects. The frontend loads in a single network roundtrip, maintaining 100ms LCP times regardless of request concurrency.

Vector 02 • Tactics

High-Elo Chess: The Geometry of Outpost Dominance

In high-level chess (1800+ Elo), matches are rarely won through simple tactical blunders; rather, they are decided by slowly suffocating minor squares. I study the geometrical layout of the d5 and f5 outposts for knights in closed structures like the French Defense or Sicilian Paulsen.

Anchoring a piece on these squares demands careful pawn structure planning. Once established, it forms a mechanical wedge that splits the opponent’s kingside defense, forcing unfavorable pawn breaks (e.g., g6 or f6) which permanently weaken light squares. It is structural engineering on a 64-square grid.

Vector 03 • Game Theory

Boardgames: Action Economy and Sunk Cost Avoidance

Complex modern boardgames (like Brass: Birmingham, Terra Mystica, and Ark Nova) are pure mathematical optimization engines disguised as social interactions. The fundamental metric is Action Economy Efficiency—how much terminal victory point value is derived from a single spent turn.

The most common tactical trap is over-investing in high-cost engines that take too long to break even. Sunk cost bias often leads players to continue upgrading a secondary engine instead of abandoning it for high-value immediate raw point conversions in the final rounds. This directly mirrors software product planning, where deprecating obsolete systems is key to long-term architectural agility.

Favorite Board Games (from Board Game Arena)

★ Terraforming Mars

★ Wingspan

★ Carnegie

★ Splendor Duel

♥ Azul

★ Jaipur

★ For Sale

★ Captain Flip

★ Sea Salt & Paper

★ Ticket to Ride

★ 7 Wonders

★ Beyond the Sun