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education
16 postsPGSimCity: an explorable 3D city that visualizes PostgreSQL internals
PGSimCity visualizes PostgreSQL internals as an explorable 3D city, covering WAL, checkpoints, autovacuum, buffers and replication in real time.
Teach Yourself Programming in Ten Years: Norvig's 1998 Essay
Peter Norvig's 1998 essay explains why true programming mastery takes roughly ten years of deliberate practice, not a weekend crash course.
AI Circuit Tutor That Can't Draw a Wrong Circuit
How digiwleea's AI circuit tutor uses netlist verification and simulation feedback to guarantee every generated circuit is provably correct.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comAn Open-Source, Assessment-First Course: doerkit and rubric-bench
doerkit and rubric-bench: an open-source course using an LLM as rubric judge, plus a reusable regression-testing framework for any LLM judge.
TutorMoments: Testing If AI Tutors Know When to Help or Hold Back
Allen AI's TutorMoments benchmark tests whether LLM tutors know when to scaffold and when to push students toward harder reasoning.
AIAIO: Learn About AI Interaction Through Gaming
AIAIO gamifies user interactions with AI, turning errors into monsters for a unique learning experience.
The Importance of False Positives in AI Detection and Their Consequences
Key insights on the effects and implications of false positives in AI detection.
An Educational Lab for Local AI Agent Architectures
An educational lab built on LangChain and a local Ollama server for AI agent architectures.
Exploring Database Internals with Rust: Measured Insights
A curriculum on database internals using Rust benchmarks for hands-on learning. Explore 44 topics with measurable insights.
LLM Red Team Lab: An Interactive Educational Tool
The LLM Red Team Lab offers an interactive educational tool for authorized testing of local LLMs.