Learn Python The Hard Way
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kgai.dev
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kgai is an open-source Claude Code plugin: a local-first, immutable knowledge graph of your team's engineering decisions. Your agent records the decisions behind the code (what changed, why, and the dead ends you ruled out), recalls the relevant ones before it edits an area, and new decisions supersede old ones so nothing is overwritten. Written in Go, MIT licensed. Team sync is opt-in over an S3 bucket you own.
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kgai.dev's answer:
Go. An embedded graph database (Kuzu). An event-sourced, append-only decision log. Distributed as a Claude Code plugin (hooks, skills, and slash commands). Optional team sync over S3.
kgai.dev's answer:
kgai stores engineering decisions as an immutable graph, not editable notes. When a decision is reversed, the new one supersedes the old, and the old decision stays in history together with the reason it died. Dead ends are preserved on purpose. Most memory tools overwrite or summarize, which quietly deletes exactly the context you need months later.
kgai.dev's answer:
Three things competitors usually don't combine: immutability with first-class supersession (nothing is overwritten), preserved dead ends (why an approach was rejected, so the AI stops re-proposing it), and local-first design (your code and decisions never leave your machine, team sync is opt-in over storage you own). It's MIT open source, not a hosted black box.
kgai.dev's answer:
Software teams building with AI coding agents, especially teams using Claude Code where the reasoning behind the code lives in people's heads and gets lost between sessions and teammates.
kgai.dev's answer:
AI coding agents kept confidently re-proposing approaches the team had already tried and rejected. The decision existed, but nobody remembered why, and nothing in the repo recorded it. kgai was built so the codebase and the AI share a durable memory of the decisions behind the code, including the ones that were reversed and the dead ends.
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These kinds of comparisons rarely lead to good discussions. Let's instead be focused and talk about real stuff. Consider https://learnpythonthehardway.org/ for example. It has influenced a generation of Python developers. Not just the main website, but the tons of Python code and Python-related content it inspired. Why would anyone write these kinds of textbooks/websites/guides if AI can replace them? Arguibly,... - Source: Hacker News / about 1 year ago
Try this instead: https://learnpythonthehardway.org/ LLMs will give you an uncertain percentage of wrong answers. Itโs like having a teacher that lies to you and doesnโt know when they are lying and has zero understanding of the information they give you. - Source: Hacker News / almost 2 years ago
Basic Python Knowledge: Ensure you have a solid understanding of Python basics. Resources like Python.org and Learn Python the Hard Way are great starting points. - Source: dev.to / about 2 years ago
Go here: https://learnpythonthehardway.org/. Source: about 3 years ago
Also, I havenโt looked at it in a super long time but personally I got started with Python using https://learnpythonthehardway.org after originally training to be an artist and ended up having a pretty successful career in Pipeline instead. Source: over 3 years ago
Google's Python Class - Assorted educational materials provided by Google.
Graphiti - Build personalized AI agents that learn from dynamic data
A Byte of Python - A Byte of Python is a Python programming tutorial and learning book that teaches you how to program with the Python programming language.
cognee - Memory for AI Agents
Think Python - Learning Resources
Kodingo - Project memory for AI-assisted development