Tag
#ai-agents
42posts
Hindsight: Beyond RAG, How AI Agents Build Long-Term Memory That Learns
What is Hindsight? Deep dive into vectorize-io/hindsight: the open-source biomimetic agent memory engine replacing naive RAG with Retain, Recall, and Reflect.
Lanshu AI Presenter Video Explained: Audio-First Architecture vs Viral Hype
Deconstructing Lanshu, the viral AI presenter video skill: audio-first timeline clocks, motion plate separation, billable circuit breakers, and hype vs reality.
Pi Agent in Practice: Setup, Custom Extensions & 5 Best Practices
Master Pi Agent from scratch: complete CLI setup, multi-provider LLM routing, custom TypeScript extensions, and 5 battle-tested best practices.
OpenCreator Explained: Open-Source AI Video Subtitling & Dubbing
Deep dive into OpenCreator (formerly KrillinAI), an open-source Go & Electron engine that transcribes, translates, dubs, and reframes videos into vertical shorts.
Jev Ultrafast Explained: Sub-20ms Decision Engine for Browser AI Agents
Mổ xẻ jev-ultrafast: sub-20ms browser agent speed, atomic DOM extraction, and the brutal truth behind TypeSafe vendor lock-in and cherry-picked benchmarks.
OpenHuman Explained: The 40k-Star Local AI Superintelligence & Obsidian Memory Engine
Explore OpenHuman, the 40k-star open-source local AI superintelligence featuring Karpathy Obsidian memory trees, TokenJuice, and multi-agent graphs.
Tencent BrowserSkill Explained: How AI Uses Your Logged-In Browser
Tencent BrowserSkill lets AI agents use your logged-in Chrome without stealing focus. Explore tab borrowing, captcha handling, and local daemon architecture.
Zero-Dollar AI Agent Farming: Turning Broken Hardware into a 24/7 Autonomous Dev Engine
Turn a cracked-screen laptop into a 24/7 autonomous homelab server: sudden power cut protection, Bubblewrap quota relay, and phone-driven vibe coding with 0 dollars.
Claude Blog Explained: The 5-Gate Autonomous Content Engine
Inside AgriciDaniel/claude-blog: how 32 skill directories, 5 subagents, and a blocking 5-gate delivery contract eliminate hallucinated AI slop at scale.
Google Artemis: What It Is, Architecture & Mobile AI Agent Guide
What is Google Artemis? Explore the open-source AI agent achieving 99% SOTA on AndroidWorld: empower AI coding assistants to drive real Android phones.
SEO Machine Explained: The B2B SaaS Content Pipeline
Inside TheCraigHewitt/seomachine: how 7,400+ stars Claude Code workspace turns GSC telemetry and context files into revenue-generating B2B SaaS articles.
Vercel Skills Explained: The Open Agent Package Manager
How Vercel's npx skills creates a universal package manager for 79+ AI agents: architecture, symlink pipelines, skills-lock determinism, and security edges.
AutoResearch Explained: Why Karpathy Contributed to This AI Scientist
AutoResearch breaks the single-model echo chamber with a multi-model consensus pipeline, stateful Ralph loops, and independent blind reviews.
High-Leverage Coding Terms & Jargon for AI Coding Agents
Discover the architectural keywords and high-leverage engineering jargon that turn AI coding agents into precision tools, eliminating hallucinations.
What AI DevKit is: a control plane for AI coding agents - and where it stops
An architectural guide to AI DevKit: local-first CLI/TUI console, shared config, SQLite memory, and workflow skills for managing multiple coding agents.
Free Claude Code Explained: One Local Proxy for 50+ AI Providers
Free Claude Code routes Claude Code, Codex, Pi, and eight more agents through one local proxy with 50 ToS-friendly providers and automatic fallback.
Ego Lite: What It Is, How It Works & AI Browser Agent Setup Guide
Ego Lite (citrolabs/ego-lite): AI browser agent for Claude Code and Cursor automating the web inside isolated Spaces with real cookies, zero CAPTCHA.
AI Agent Book Explained: A Beginner-Friendly Roadmap from Agent Basics to Real Engineering
A friendly practical guide to ai-agent-book: what it is, how to use it, when to use it, and how beginners can learn AI Agents through a clear 2-week path.
AI Berkshire Explained: Turning Claude Code and Codex into a Disciplined Investment Research Team
A practical breakdown of AI Berkshire: a multi-agent value investing framework with structured skills, bias guards, and financial rigor tooling.
Agent Reach: Internet Access Without the API Bill
A Python capability layer that wires your AI agent to Twitter, Reddit, YouTube, Bilibili, and more - one install prompt, zero paid APIs.
OpenMontage: Your Coding Agent Becomes the Video Director
Open-source agentic video production: 12 pipelines, 52 Python tools, 400+ skills. Claude or Cursor orchestrates research, assets, edit, and render.
Anthropic Cybersecurity Skills: The Binder Behind a Senior Analyst
754 Markdown playbooks an AI agent can load: Volatility3 runs, Kerberoasting hunts, cloud breach scoping. Mapped to ATT&CK, NIST, ATLAS, D3FEND.
One Source, Two Surfaces: Anthropic's Financial Services Toolkit
10 Claude agents for investment banking, equity research, and fund admin, deployable as Cowork plugins or headless Managed Agents from a single YAML manifest.
OpenGame: The Agent That Runs the Game to See If It Works
OpenGame is a CLI agentic framework from CUHK MMLab that scaffolds, builds, and verifies browser games end-to-end from a plain-English prompt.
The Job Search System That Evaluated 740 Offers
Career-ops turns Claude Code into a 14-mode job search agent: structured A-F evaluations, ATS-optimized PDFs, batch processing, and a Go TUI dashboard. MIT.
Context Hub: The Curated Doc Layer Every Coding Agent Needs
Context Hub (`chub`) gives AI coding agents current, versioned API docs on demand -- so they code from facts, not 18-month-old training weights.
taste-skill: The Bias Correction File for AI Frontend
taste-skill corrects the font, layout, and motion biases that push LLMs toward generic UI. A portable SKILL.md you commit once per project.
Claude Code's Missing Manual: Stop Typing and Start Orchestrating
A copy-paste survival guide that turns Claude from a basic chatbox into an automated team member.
The Agent is the Model. The Code is Just a Vehicle.
A deep dive into learn-claude-code and the truth about AI agents: most frameworks are over-engineered Rube Goldberg machines.
The Conductor and the Machine: Orchestrating Claude Code
Claude Code is a beast. But to tame it, you need more than prompts. You need an orchestration framework.
Claude Skills: The Surgical Precision of Agentic Experts
A library of 200+ modular expert instruction sets and zero-dependency Python tools for AI coding agents.
The Professional Kitchen for Your AI Agent
Everything Claude Code isn't just a config pack; it's a performance system that turns a general-purpose AI into a precision instrument.
Hermes Agent: The Desk That Remembers
Most AI agents reset every session. Hermes Agent builds a persistent workbench that learns your stack, grows its own skills, and follows you across 7 platforms.
Superpowers: What It Is & How It Teaches AI Agents Engineering Discipline
Superpowers: open-source workflow for Claude Code, Cursor & Codex enforcing TDD, plan gates, and git worktrees - eliminates 80% of AI regressions.
The Agency: Transform Your Workflow with a Team of AI Specialists
Discover how The Agency replaces generic prompts with a meticulously crafted roster of specialized AI agents for engineering, design, and more.
Get Shit Done (GSD): What It Is & How It Fixes AI Context Rot for Coding Agents
Get Shit Done (GSD): open-source meta-prompting for Claude Code, Gemini & Codex that kills context rot with wave-based parallel sub-agents and atomic XML task plans.
Context Engineering: The Discipline That Separates Good AI Agents from Great Ones
Open-source toolkit for Context Engineering that teaches AI agents to pull only the context they need - cited in academic research.
Unleashing the Super Agent Harness: A Deep Dive into Bytedance's DeerFlow
Discover how DeerFlow 2.0 transforms from a deep research tool into a full-fledged agent harness with sandboxing, sub-agents, and persistent memory.
Massive Collection of System Prompts for AI Models: 700+ Database & Full List
Browse the massive collection of 700+ system prompts for different AI models on GitHub: Cursor, Manus, Windsurf, Devin, and Claude Code reverse-engineered.
Hugging Face Skills: The 'Plug-and-Play' Mental Model for AI Agents
What are Hugging Face Skills? A mastery guide to empowering Claude Code, Cursor, and Gemini CLI with open-source ML capabilities.
AI Agents & Multi-Agent Systems: The 'Company of Robots' Mental Model
What's the difference between ChatGPT and an AI Agent? A mastery guide to tool calling, LangGraph orchestration, and why multi-agent is the architecture of 2026.
MCP (Model Context Protocol): The 'USB Port for AI' Mental Model
What is MCP and why is every AI tool adopting it in 2026? A mastery guide to Anthropic's open standard for connecting AI models to the real world.