65 articles in this category
Andrej Karpathy's LLM Wiki concept — using an AI coding agent to read your documents once and build a structured, interlinked markdown knowledge base in Obsidian that compounds over time, replacing the search-from-scratch approach of traditional RAG.
Deep technical dive into Hermes Agent's Kanban system — the SQLite-backed task board, dispatcher internals, worker lifecycle, structured handoff via task_runs, the 9 collaboration patterns, and production best practices for building reliable multi-agent pipelines.
Youri van Hofwegen's full course on AI animation: the SCENE planning framework (Story, Character, Emotion, Narrative beats, Every-clip rules), 3D world consistency via Open Art, character creation, multi-shot prompting with Seedance 2.0, and a 720p-to-2K upscaling trick that halves credit costs.
A technical deep dive into VRSEN OpenSwarm: how its orchestrator, specialist agents, handoff graph, Composio tools, terminal launcher, and forkable repo structure turn one prompt into multi-artifact workflows.
Step-by-step guide to building and training a 1.8M parameter GPT-2-style transformer from scratch on your laptop using PyTorch. Covers tokenization, model architecture, the training loop, and inference with temperature sampling.
Install and configure Poolside's pool CLI coding agent on Linux/macOS. Covers auth, ACP server/client modes, MCP integration, permissions, and what the EULA actually means for your code.
Step-by-step guide to setting up Hermes Agent's Kanban task board — creating specialist profiles, configuring API keys, wiring task dependency graphs, and avoiding common pitfalls that cause silent failures and lost output.
A comprehensive survey of non-NVIDIA AI chips available today — TPUs, NPUs, custom ASICs, and wafer-scale engines — from AWS Trainium3 to Cerebras WSE-3, Google TPU v6 Trillium, Korea's NPU startups, and optical interconnect upstarts.
Microsoft's exclusive grip on OpenAI is over. How the $650M Suleyman hire, a $5B annual loss, an undefined AGI clause, and Anthropic's Bedrock advantage led to the biggest AI partnership rewrite in years.
A hands-on technical tutorial on Pi, the minimal open-source coding agent. Based on the free course by Owain Lewis.
A technical breakdown of how fingerprint-based personality systems likely work under the hood, and how they differ from real neuroscience.
Turbovec achieves 8x memory compression for RAG embeddings via TurboQuant quantization, enabling fully local agentic workflows with OpenClaw and Ollama on consumer hardware.
Learn how to combine Pi's minimal coding agent with Archon's harness builder and Plannotator's plan-gating system to create reproducible AI development workflows.
How cocoindex-code uses Tree-sitter chunking and incremental re-indexing to give AI coding agents whole-repo context with 70% fewer tokens.
How Hermes Agent routes eight background tasks through auxiliary models, why compression dominates spend, and how per-task model selection can cut token costs sharply.
How I evaluated 8 memory providers for the Hermes coding agent across two elimination rounds, discovered a broken config, and chose Lucid for persistent project-aware memory.
How to leverage pre-trained knowledge, directory structures, and programmatic systems to influence AI agent behavior without adding token overhead.
Alibaba's Qwen Code terminated its free OAuth tier on April 15, 2026. Here's the full timeline, what changed, why it matters, and your alternatives.
How the AI race plays out across hardware, models, and data — and why China's structural advantages in multimodal data could reshape the industry.
How a 73% drop in extended thinking tokens turned a 191K-line/weekend multi-agent fleet into a supervised single-session workflow — and what the data tells us about why thinking budgets matter.
Brad Bonanno reveals that hitting Claude Code usage limits isn't a quota problem — it's a context hygiene problem. By auditing MCP servers, trimming CLAUDE.md bloat, replacing MCPs with CLIs, and using plan mode strategically, you can cut invisible context waste and use Claude Code all day without burning tokens.
Context7 started as an MCP server for fetching up-to-date library docs into AI coding agents. Now at v0.3.12, it bundles a CLI, a skills marketplace, a REST API, and a setup wizard — making it a one-stop solution for keeping AI assistants informed about the libraries they write code against.
Corridor Crew's Niko Pueringer released CorridorKey, an open-source neural network that automates green screen keying for semi-transparent elements like hair, smoke, and motion blur.
A complete inventory of all 118 Hermes Agent skills installed on my machine — 77 bundled from the Skills Hub and 41 locally created — with descriptions of what each one does, organized by category.
Auto-CoT (Zhang et al., 2022) automatically constructs chain-of-thought demonstrations by clustering questions for diversity and generating reasoning chains with zero-shot CoT. Matches or exceeds hand-crafted Manual-CoT across ten benchmark reasoning tasks with GPT-3.
Mixture of Experts models like Qwen3 Coder, Kimi K2.5, and Gemma 4 are blazing fast locally, but one-shot prompts make them fall apart. Here's why the MoE router is the culprit and how incremental construction turns them into reliable tools.
Ed Zinda breaks down what agent loops actually are, how harnesses wrap around them, when to build your own, and introduces Kit — a Go-based coding agent harness inspired by Pi's minimal design philosophy.
How to connect Hermes Agent to Zed editor via ACP (Agent Communication Protocol) — giving you full terminal agent capabilities (tools, skills, memory, web) directly in Zed's assistant panel alongside Claude Code, OpenCode, and Qwen Code.
An introduction to harness engineering and Archon, the open-source harness builder for building reliable AI coding agents.
Anthropic announced Claude Mythos Preview, a frontier model that can autonomously find and exploit zero-day vulnerabilities in every major OS and browser. Thousands of critical bugs found, some decades old. Here's what it means for cybersecurity.
How I installed and configured Pi Agent — a terminal-based AI coding agent that supports dozens of LLM providers, custom extensions, and shared skills across agents like Claude Code and Codex.
Deep dive into Swival — a pure Python CLI coding agent by jedisct1 that handles tight context windows, graduated compaction, and multi-provider support. Includes practical setup guide and comparison with Hermes Agent.
A practical walkthrough of installing Hermes Agent by Nous Research — covering the installer script internals, PyTorch CPU optimization, Bun runtime compatibility, RL training vs. built-in learning, and setting up CLI skills for Tavily, Context7, and Beads.
How OpenCode plugins work under the hood — hooking into tool execution, registering custom AI-callable tools, and controlling session compaction behavior.
A practical walkthrough of a Qwen Code configuration — with bkit's PDCA workflow engine, Context7 for live docs, context-mode protection, and 26 shared skills spanning Vue, Go, Tailwind, Tavily, and more.
A deep dive into the current state of GitHub Spec Kit — the primary maintainer left for Anthropic, PRs are piling up, the community is frustrated, and alternatives are emerging. Here's what's really going on.
How Beads replaces flat issue lists with a dependency-aware graph database, giving AI coding agents persistent memory, multi-agent coordination, and zero-conflict task tracking.
A deep dive into bkit-gemini v2.0.0 — a Gemini CLI extension that adds 21 AI agents, 35 domain skills, and a 10-event hook system to enforce PDCA methodology and Context Engineering for AI-native software development.
Transform any user input into precision-crafted prompts using the 4-D Methodology for optimal AI performance across all platforms
A deep dive into GitNexus v1.4.10 — the graph-powered code intelligence tool for AI agents. Covers architecture, dependency analysis, Node.js version requirements, and a clean isolation setup using nvm.
A philosophy-first walkthrough of a power-user Opencode configuration — with Superpowers skill workflows at the core, supported by context protection, code intelligence, live docs, and vision.
An open-source autonomous agent with a built-in learning loop that creates skills from experience, improves them during use, and remembers across sessions. Unlike typical chatbots or coding copilots, Hermes runs on your server, integrates with messaging platforms, and gets smarter the longer you use it.
How Context Mode virtualizes MCP tool outputs to reduce context consumption by 99%, extending your Claude Code sessions from 30 minutes to 3 hours.
Learn a practical framework for writing better prompts when building apps with AI tools like Lovable, Cursor, and Bolt. Improve code quality and avoid bug loops.
The inside story of how Alibaba's most important AI team walked out in a single day, and what it means for the open-source community.
Explore how batch invariance issues cause non-determinism in large language models and the solutions to achieve reproducible results in AI systems.
An analysis of PewDiePie's controversial AI video, breaking down his takes on AI hardware, media generation, influencer culture, and the future of AGI from a developer's perspective.
Exploring Anthropic's analysis of MCP's token consumption issues and their proposed solution using agent skills for more efficient AI agents.
Explore TOON format's 30-60% token savings for LLM interactions and learn how to implement it with agentic coding workflows for optimized AI data processing.
A technical breakdown of Anthropic cutting off Trey’s Claude access: what happened, why it matters, and how data feedback loops, open-weight models, and geopolitics shape this fight.
An in-depth look at the key players in China's rapidly evolving AI landscape, from open-source champions to secretive tech giants.
Master BMAD Methods to decompose complex software projects into feasible, incremental development tasks. A comprehensive guide to effective project planning, prioritization, and execution.
Build a context-driven agent architecture that prevents context overload and improves AI development workflow efficiency
Discover how API providers can drastically affect open-weight model performance, from benchmarks to tool calling accuracy.
Discover five powerful Claude skills that are transforming AI-assisted development in Claude Code.
Discover how OpenSpec transforms software development by ensuring perfect alignment between humans and AI coding assistants before any code is written. A comprehensive guide to spec-driven development methodology.
Explore how GitHub Spec Kit revolutionizes software development by making specifications executable through AI-powered workflows. A comprehensive guide to specification-driven development with practical examples and implementation strategies.
Discover how to build sophisticated LLM applications using minimalist principles. A deep dive into PocketFlow's philosophy of simplicity over complexity in AI framework design.
Exploring the blurred lines between human and AI-generated music through the lens of parody and creative experimentation. Based on insights from a parody music creator's journey with AI tools.
Learn how to set up and use NVIDIA's revolutionary 3D generative AI blueprint that combines ComfyUI with Blender for creating stunning AI-textured 3D environments
Exploring the controversy around tracing in digital art, from the stigma against it to its potential as a learning tool and professional technique.
Learn how to go from zero knowledge to building functional features with any new technology using this proven framework. Based on real experience with the OpenAI Agent SDK.
A comprehensive prompt engineering cheatsheet drawing from IBM techniques and best practices to help you write better prompts and get more reliable AI results
Understanding the fundamental differences between fuzzy logic systems and neural networks, their histories, applications, and how they complement each other in modern AI systems
A comprehensive comparison of AI research priorities, government regulations, commercial applications, and training data strategies between the United States and China