An AI developer tested Graphify, an open-source tool with 86k+ GitHub stars that converts codebases into knowledge graphs. On a 4-file project, it extracted 15 nodes, 3 communities, and 17 relationshi…
The Mechanistic Interpretability Workshop's program chairs found that AI-generated content is flooding submissions, with submissions more than doubling between each iteration from 143 in 2024 to 320 i…
For the first time in history, humans are cheaper than software, and AI is creating more jobs than it eliminates, according to a16z. The firm argues that managing AI is harder than managing people bec…
A developer outlines a learning path for moving from using AI tools to building AI-powered products, emphasizing understanding tokens, context windows, and hallucinations before coding. The path prior…
A developer building a personal knowledge base using Karpathy's LLM Wiki framework discovered that storing only declarative knowledge (facts and definitions) is insufficient for expert-level reasoning…
A developer introduced Project Brain, a portable knowledge hub pattern for software products that maintains itself. It builds on Karpathy's LLM wiki by adding a directive layer for cross-cutting, time…
PostHog introduces 'scouts' as small autonomous agents that monitor product data and emit signals for action, forming a core part of its self-driving pipeline now in open beta. Scouts use markdown-bas…
An AI agent using the AutoResearch framework autonomously improved a small GPT's training recipe over 123 experiments on a single H100 GPU, achieving a best mean bits-per-byte (BPB) of 0.9774 ± 0.0019…
A developer argues that 'vibe coding' autonomy levels (L0-L5) are incomplete without a second axis: operator discipline, which measures how much work survives session boundaries as inspectable state. …
An experiment testing LLM councils found that they suffer from groupthink, retaining only about a quarter of unique, high-quality ideas from individual models while favoring consensus ideas. The peer-…
A developer at Microsoft describes how adopting a policy of automating any task done more than twice led to unexpected consequences, including increased context switching and errors, but ultimately en…
A developer built a character-level language model from scratch using Shakespeare's complete works, training a nanoGPT model on a consumer-grade MacBook Pro in about 15 minutes. The project demonstrat…
By early 2026, "vibe coding" — describing software in natural language and accepting AI-generated output — had become a mainstream development workflow, with Collins Dictionary naming it Word of the Y…
A developer built a personal wiki from their digital exhaust by processing 55 export directories into ~2,750 structured markdown pages. The project normalizes data from dozens of services into a unifi…
Andrej Karpathy's LLM Wiki design is being adopted as an external memory architecture for AI agents, mapping raw source documents into a structured markdown knowledge base. The system uses three layer…
A developer has created AGENTS.md, a structured file that serves as an operating contract for LLMs working within Obsidian vaults. Inspired by Andrej Karpathy's LLM Wiki concept, the system defines a …
Software engineers are shifting their focus from high-level abstractions to foundational computing skills, driven by the rapid advancement of agentic coding tools like Claude Code and Codex that outpe…
A developer created pluckmd, a CLI tool that extracts blog articles into markdown without per-site configuration, to enable AI agents to read and index web content. The tool automatically handles Java…
A developer released a minimal GPT implementation written entirely in Go, trained on Jules Verne novels. The model generates short text fragments like "Mysterious Island" and takes about 40 minutes to…
An AI agent deployed by PostHog during a Lisbon team offsite identified a three-year-old bug in the company's ClickHouse query engine that prevented timestamp filters from using the primary key correc…