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Shuyib / polya.md
Created December 2, 2025 11:32 — forked from jph00/polya.md
Summary of Polya's "How To Solve It With Code"

A guide to George Polya's "How to Solve It"

Introduction

George Polya (1887-1985) was a Hungarian mathematician and educator who revolutionized our understanding of problem-solving and teaching. While he made significant contributions to mathematics, his most enduring legacy is his insights into how people learn and solve problems. His 1945 book "How to Solve It" has influenced educators across numerous fields, extending far beyond mathematics.

Polya's Teaching Philosophy

Polya's approach centered on three key principles. First, he championed active learning, believing students learn best by discovering solutions themselves rather than being told answers. Second, he emphasized heuristic thinking - the art of guided discovery and learning from experience, viewing problem-solving as a skill that can be developed through practice. Third, he developed sophisticated questionin

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Shuyib / mindmap_answerai.mmd
Last active January 9, 2026 07:03
Answerai libraries
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Shuyib / agents.md
Created January 18, 2026 10:55
My spin on agents.md

Agents Conventions

This document harmonizes Makefile-derived developer conventions with augmentative best-practices inspired by Pragmatic AI Labs and the fast.ai developer style guide. It is written to be non-breaking and augmentive: preserve existing Makefile behavior while recommending optional improvements for reproducibility, discoverability, CI parity, and notebook hygiene.

Purpose

Provide a concise, actionable reference for:

  • How agents (developers, automation) should run tasks via Makefile.
  • How to keep local development and CI behavior consistent.
  • Notebook and coding style guidance informed by Pragmatic AI Labs on YT and fast.ai.