Practical, opinionated, short.

Beginner · Ecosystem & Tools8 min

Ship iOS Apps Without Writing Code Using Rork

The best vibe coding tool for mobile — describe your app, get a working iOS build in minutes

#rork#mobile#ios

Beginner · Ecosystem & Tools8 min

20 GitHub Repos Every AI Builder Should Star

The curated shortlist of repos that power AI agents, MCP servers, and Web3 tools

#github#repos#mcp

Beginner · Ecosystem & Tools7 min

The AI Builder's App Stack

Every app and tool you need to go from idea to deployed project

#apps#tools#editors

Intermediate · Ecosystem & Tools8 min

Obsidian Just Became the Best Knowledge Base for AI Agents

Obsidian 1.12 ships a full CLI with 100+ commands — your vault is now programmable from the terminal

#obsidian#agents#knowledge-base

Beginner · Ecosystem & Tools8 min

5 AI Tools That Replace a $5K/month Marketing Team

Copy, design, SEO, social, and analytics — handled by AI for under $100/month

#marketing#tools#smb

Beginner · Ecosystem & Tools10 min

Best AI Coding Assistants in 2026 — Compared

Claude Code vs Cursor vs Copilot vs Windsurf — which one actually ships code?

#coding-assistants#claude-code#cursor

Intermediate · Ecosystem & Tools12 min

How to Build an AI Agent That Makes Money

From toy project to revenue — practical monetization patterns for autonomous AI agents

#agents#monetization#bounties

Beginner · Ecosystem & Tools9 min

MCP Servers Explained: What They Are and Why They Matter

The protocol connecting AI assistants to the real world — and how to use it today

#mcp#protocol#tools

Intermediate · Ecosystem & Tools11 min

Perplexity Agents: API Integration, Custom Pipelines, and Production Research Workflows

Stop using Perplexity manually — wire it into your stack as an always-on research layer via the API

#perplexity#api#agents

Beginner · Ecosystem & Tools7 min

Getting Started with Perplexity Agents

Perplexity isn't just a search engine — here's how to use it as an agent that researches, summarizes, and delivers answers on autopilot

#perplexity#agents#research

Intermediate · Ecosystem & Tools10 min

Build an AI UGC Video Factory for TikTok Shop

550 product videos per day — no actors, no creators, no missed deadlines

#tiktok#ugc#video

#claude-code#harness#developer-tools

How to Set Up a Proper Claude Code Harness (Skills, Memory, Security)

The model isn't your bottleneck. Your harness is.

The DeFi Multi-Agent Stack: Running Coordinated Claude Agents on Your Positions

One Claude agent watches your positions. A coordinated stack actually manages them.

#DeFi#AI Agents#Claude

5 AI Repos Worth Your Time This Week (March 26)

markitdown finally solves the doc-to-LLM problem. Plus 4 more repos that earned a star.

#github#tools#markitdown

#multi-agent#Claude#orchestration

ruflo: Multi-Agent Orchestration for Claude in Production

Single agents are hitting their ceiling. ruflo is what comes next.

#deep-learning#ml-framework#pytorch

PyTorch vs PaddlePaddle: The Framework Comparison Western Builders Skip

One framework dominates research. The other ships at factory scale. Know which is which.

#robotics#simulation#new-launch

SimArena: Browser-Based Robotics Simulation for AI Teams

CodecFlow's browser sim removes the biggest bottleneck in robotics AI development

What the Claude Code Leak Reveals About Anthropic's Agent Plans

Anthropic's botched DMCA killed the leak but revealed everything. Here's what matters.

#claude#anthropic#leak

#database#backend#state-management

SpacetimeDB for AI Builders: Drop the API Layer

Your agent stack is 4 services. SpacetimeDB makes it one.

#weekly-roundup#spacetimedb#ruflo

5 GitHub Repos Worth Your Time This Week (Apr 3)

The infrastructure layer is getting rebuilt quietly. Here's what's moving.

#cursor#claude-code#windsurf

Cursor vs Claude Code for Agent Builds: Honest Comparison (2026)

One of these actually ships. The other two look better doing it.

#agent-orchestration#claude#multi-agent

Stop Hand-Rolling Your Claude Agent Orchestration (ruflo Deep Dive)

17k stars and counting — here's why builders are dropping their DIY orchestration.

The Claude Agent Stack Every DeFi User Should Have in 2026

Stop running one bot for one job. Here's how to deploy a full agent squad on Claude.

#DeFi#AI agents#Claude

#research-tools#markdown#web3

The File Tool Every Crypto Researcher Is Sleeping On

Stop copy-pasting whitepapers into ChatGPT. There's a better way.

#multi-agent#claude-code#defi-teams

Teams-First Multi-Agent Claude Code: How DeFi Dev Teams Should Actually Be Building

Solo Claude Code is a hack. Here's how DeFi teams actually coordinate agents at scale.

#ai-coding#developer-tools#claude-code

The AI Coding Governance Problem (And How Crag Fixes It)

Your rules files are already out of sync. Here's the fix.

#anthropic#managed-agents#agent-infra

Claude Managed Agents: What Changed and How to Use It

Anthropic just turned weeks of agent scaffolding into a checkbox.

#defi#research-agents#alpha-research

How DeFi Traders Use gpt-researcher for Deep Protocol Research

26k stars, autonomous research agent, and CT hasn't found it yet.

#claude-code#multi-agent#ai-coding

How to Run Claude Code as a Team, Not a Solo Agent

26k stars and most builders still haven't figured out why.

#open-source#ai-tools#claude-code

5 Open-Source Repos That Shipped This Week (April 11)

Free alternatives to tools you're paying for — plus one that changes how you run Claude Code.

#AI coding#terminal agents#gemini-cli

gemini-cli vs Claude Code: Which Terminal AI Agent Should You Use?

Free vs paid terminal AI — here's what actually matters before you choose.

Blender MCP: How to Control 3D Software with Claude

19k stars in days. Claude now moves 3D objects in Blender through plain chat.

#MCP#Blender#AI Agents

#crypto research#markitdown#claude

My 5-Minute Crypto DD Stack (markitdown + Claude)

Convert any whitepaper to markdown, feed it to Claude, flag the red flags fast.

#desktop-agents#open-source#multimodal

UI-TARS: Build Desktop AI Agents With Any LLM

ByteDance's open-source desktop agent that sees your screen and actually does things.

#token-optimization#context-management#claude-code

Caveman: Cut Your LLM Token Costs by 65–87% Without Losing Accuracy

Why use many token when few token do trick.

#MCP#AI tools#weekly roundup

5 AI Repos That Mattered This Week (April 18)

Three MCP servers, a desktop agent, and a framework. The protocol layer is winning.

Archon vs Cursor: When Deterministic Beats Fast

Cursor ships code fast. Archon ships code that works twice in a row.

#ai-coding#cursor#archon

#multi-agent#openai#frameworks

OpenAI's Agent Framework: Why Lightweight Wins

23k stars and growing — OpenAI's answer to agent complexity is radical simplicity.

#agentic-desktop#browser-automation#ai-agents

AI Tools Weekly — May 1, 2026

The agentic desktop is here — and ByteDance's UI-TARS is the one to watch

#free-tools#open-source#weekly-roundup

5 Free Repos Taking On Paid Dev Tools (May Week 2)

Bloomberg terminal at $0, Claude Code for free, and OSINT on 3000+ sites.

#ai-coding#gemini-cli#claude-code

Gemini CLI vs Claude Code: Tested on a Real Build

Free vs. paid, 1M context vs. actual results — which AI coding tool wins?

#claude-code#open-source#free-tools

Free Claude Code: Run It in Terminal, VSCode, or Discord

Claude Code hit 20k stars after someone open-sourced it. Here's what you actually get.

#DeFi#AI agents#financial research

Dexter: The AI Research Agent DeFi Traders Aren't Using Yet

23k stars, zero hype. This autonomous research agent does the DD most traders skip.

#OSINT#research-agents#developer-tools

Maigret: The OSINT Tool Your Research Agent Is Missing

Query 3,000+ sites from one username. Build a full dossier in seconds.

#AI agents#terminal coding#DeepSeek

The Terminal AI Agent Race: Claude Code, Gemini CLI, DeepSeek-TUI, and openclaude Compared

Four terminal agents. One question: which model do you want running your code?

PageIndex: Vectorless RAG That Actually Works

29k stars and zero embeddings. Here's why that's not a bug.

#RAG#vector-db#AI-tools