Tag
#Tech
34posts
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.
authentik Explained: IdP, SSO, SAML, OAuth2/OIDC, Okta, and Auth0
A smooth primer on authentik, IdP, SSO, and login protocols that turns identity-management jargon into a usable mental model.
i-have-adhd Skill: Stop AI Fluff in Claude Code, Cursor & Codex
Master the i-have-adhd skill for AI coding agents: eliminate conversational fluff, enforce command-first execution, and save up to 60% token context bloat.
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.
AI Job Search Explained: An Open Framework That Turns Claude Code Into a Job-Hunt Copilot
A pragmatic breakdown of ai-job-search: how it scrapes jobs, scores fit, compiles tailored LaTeX CVs, and sanitizes untrusted recruiter prompts.
Code Review Graph Explained: Smarter AI Reviews with Less Token Waste
A beginner-friendly guide to code-review-graph: how it builds a local code graph, reduces token usage, and helps AI assistants review changes with clearer impact.
OmniRoute AI Gateway: 290+ LLMs Auto-Fallback, Pricing & Setup Guide
Run OmniRoute 100% locally: multiplex 290+ LLMs, auto-fallback on HTTP 429 rate limits, cut token costs by 15-35%, and native MCP control for Claude Code.
Orca Explained: The AI Orchestrator for Parallel Coding Agents
Orca is an open-source agent IDE that runs multiple coding agents in parallel worktrees, with native terminals, mobile steering, and CLI automation.
Strix: Open-Source Autonomous AI Pentesting & Security Agent Tool
Strix AI pentesting tool (usestrix/strix): autonomously discover, exploit, and prove security flaws in CI/CD pipelines with sandbox verification.
MoneyPrinterV2: What 18,000 Stars Worth of Automated Content Actually Looks Like
An assembly line for AI content - local LLMs write the script, KittenTTS reads it, Gemini paints the pictures. The video uploads itself.
Project N.O.M.A.D.: The Knowledge Bunker You Build for a Rainless Day
Project N.O.M.A.D. is an offline knowledge bunker - local LLMs, Wikipedia, maps, and education tools that survive when the cloud goes dark.
ruanyf/weekly: The Digital Lighthouse in a Sea of Algorithmic Slop
At the end of the infinite scroll, one man is still standing.
Superpowers: The Workflow That Teaches AI Agents Discipline
Superpowers makes coding agents slow down, ask questions, write plans, and test first. The result is less flashy AI code, but much more trustworthy code.
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.
BitNet: The Era of 1-bit LLMs is Finally Here
Explore bitnet.cpp, Microsoft's official framework for 1-bit LLMs that replaces multiplications with additions for massive speedups.
Lightpanda: The Zero-Bloat Headless Browser Built in Zig
Discover Lightpanda, a headless browser built from scratch in Zig for ultra-fast AI agents and automation without the overhead of Chromium.
MiroFish: Rehearsing the Future in an AI Social Sandbox
Discover MiroFish, a universal swarm intelligence engine that uses multi-agent simulations to predict future trajectories in a digital mirror world.
Defuddle: The Next Generation of Web Content Extraction
Defuddle is a TypeScript alternative to Mozilla Readability built for Obsidian Web Clipper - extracts clean article content with custom site extractors.
Khoj: Self-Host Your Personal AI Second Brain Across Obsidian and Notion
Khoj is an open-source AI second brain to chat with local LLMs, index Obsidian and Notion notes, and run custom autonomous agents locally.
OpenSandbox: The Universal Sandbox Platform Every AI Agent Needs
Alibaba's open-source sandbox for AI apps - Coding Agents, GUI Agents, RL Training, and Browser Automation with Docker/Kubernetes runtimes.
Stop Context Rot: How Get Shit Done Powers the Ultimate 10x Agentic Engine
A deep dive into GSD (Get Shit Done), a powerful meta-prompting and context-engineering system that averts AI context rot for Claude, Gemini, and general AI agents.
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.
GitNexus: What Is It, How It Works & MCP Codebase Setup Guide
GitNexus: what is it and how does it work? Explore how GitNexus indexes codebases with KùzuDB and MCP to prevent AI agents from breaking refactors.
Massive Collection of 700+ AI System Prompts: Production Guide
Explore the massive collection of 700+ AI system prompts: Cursor, Manus, Windsurf, Devin, Claude Code, and v0 production agent architectures reverse-engineered.
OpenBB: Open-Source Financial Data Platform & Python SDK Guide
OpenBB: open-source financial data platform and Python SDK (OpenBB-finance/OpenBB). Unify 100+ financial APIs into clean Pandas DataFrames for AI agents.
OpenClaw: Your Personal AI Assistant Across Every Channel
OpenClaw is a self-hosted AI assistant that unifies WhatsApp, Telegram, Slack, Discord, Signal, and more into one LLM-powered inbox.
PentAGI: Autonomous Multi-Agent AI Penetration Testing Guide
PentAGI: autonomous multi-agent AI penetration testing platform (vxcontrol/pentagi). Orchestrate Kali Linux tools in Docker to discover and exploit flaws.
Pi Mono Explained: The Anti-Framework for AI Coding Agents
Pi Mono is a radically extensible AI agent monorepo that refuses to dictate your workflow, stack, or agent framework of choice.
Shannon Explained: The Autonomous AI Pentester That Breaks Your App Before Hackers Do
Shannon by Keygraph is a fully autonomous AI penetration tester that executes real exploits - not just advice - across web apps and networks.
When to Use Classes vs. Functions in Python: A Design Checklist
A repeatable mental checklist for Python developers to decide when to use classes, functions, instance state, and dependency injection.
When to Use Dataclasses, Generators, and Try/Except in Python
Phase 2 of the mental checklist for Python developers. Navigating dictionaries vs dataclasses, eager evaluation vs lazy execution, and error handling philosophies.