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Notes tagged "workflow"

48 field notes about workflow. Quick, practical, no fluff.

One call, many agents working in parallel

Sandcastle lets you spin up multiple AI coding agents at once — each working in its own isolated space — and then quietly merges everything back together.

May 2, 2026via github
AIagentsautomation

Your task list, running itself

OpenAI open-sourced a tool that turns a project management board into a team of coding agents — each ticket gets its own worker that runs until the job is done.

May 1, 2026via github
automationAIopen-source

When the AI Writes Its Own Code

Warp just open-sourced a developer tool where AI agents do the actual coding — and humans just check the work.

Apr 30, 2026via github
open-sourceAI agentsworkflow

The Skills Library Everyone Is Copying Right Now

A developer published his personal AI instruction set as a free, installable collection — and 31,000 people starred it in days.

Apr 29, 2026via github
AIClaudeopen-source

The AI That Tries to Break Into Your Own Systems — Before Someone Else Does

PentAGI is an open-source AI agent that runs full security tests on your systems autonomously — no specialist required to set it in motion.

Apr 28, 2026via github
AIopen-sourceself-hosting

Your AI team clocks in while you watch

Wanman runs a coordinated crew of AI agents on your own machine — each with a role, each talking to the others — while you sit back and watch it happen.

Apr 26, 2026via github
AIautomationopen-source

Hugging Face built a robot intern that trains AI models on its own

An open-source AI agent that reads academic papers, finds datasets, and trains machine learning models — without anyone holding its hand.

Apr 25, 2026via github
AIopen-sourceautomation

When Your Documents Are More Than Text

A new open-source tool reads PDFs the way humans do — charts, tables, diagrams and all — instead of pretending they're just paragraphs.

Apr 24, 2026via github
AIopen-sourceworkflow

Teaching AI to Work Like a Senior Engineer

A Google engineer published 20 ready-made instruction sets that stop AI coding tools from cutting corners — and they're free to use today.

Apr 23, 2026via github
AItoolsworkflow

754 Security Skills You Can Give to Your AI Assistant

A free, open library that teaches AI assistants to think like a cybersecurity expert — covering 26 areas of digital security across the frameworks big companies actually use.

Apr 22, 2026via github
AIopen-sourcecybersecurity

Teaching AI to Have Taste

A tiny file you drop into any AI-built project that stops the agent from producing the same generic, purple-gradient website it made for everyone else.

Apr 20, 2026via github
AItoolsworkflow

AI can now edit video by writing HTML

A new open-source tool turns plain web code into rendered video — which means AI agents can finally produce video content without touching a timeline.

Apr 19, 2026via github
AIautomationopen-source

What if your AI developer never forgot a step?

Archon gives AI coding tools a fixed process to follow — so every task runs the same way, every time, no matter the model's mood.

Apr 18, 2026via github
AIworkflowautomation

The Agent That Teaches Itself

A tiny AI agent that gets smarter and cheaper every time it completes a task — and reportedly built its own codebase without a human ever touching the keyboard.

Apr 17, 2026via github
AIautomationopen-source

One File That Teaches Claude Some Manners

A tiny config file inspired by one of AI's sharpest minds turns Claude Code from a confident intern into something closer to a careful engineer.

Apr 16, 2026via github
AItoolsworkflow

A text prompt walks in. A finished video walks out.

An open-source project that works like a tiny film studio on your computer — you describe a video, it writes the script, plans the shots, and produces the whole thing while you sleep.

Apr 14, 2026via github
AIautomationopen-source

What if your docs actually worked?

A small YC-backed agency figured out how to fix broken developer docs in weeks, not months — by letting AI do the tedious parts and humans do the thinking.

Apr 12, 2026
AItoolsworkflow

Teach Your AI to Speak Less, Think More

A tiny add-on makes Claude respond like a caveman — and somehow that cuts costs by up to 87% while keeping every useful answer intact.

Apr 11, 2026via github
AItoolsworkflow

Graphify for Claude Code: a free, open-source codebase knowledge graph

Free, open-source Claude Code skill that turns any codebase into a knowledge graph. Ask questions in plain English, runs 71x cheaper, works with a local mode.

Apr 8, 2026via github
AItoolsworkflow

One person. One AI. 740 job offers evaluated.

Someone built an AI-powered job search system for themselves, used it to evaluate 740 offers and write 354 tailored CVs — then got hired as Head of Applied AI.

Apr 7, 2026via github
AIworkflowautomation

A Design File That Teaches AI What Your Brand Looks Like

A plain text file called DESIGN.md can now tell an AI agent exactly how a website should look — colors, fonts, spacing — so it builds interfaces that actually match your style.

Apr 6, 2026via github
AItoolsworkflow

One tool turned a solo coder into an overnight dev team

A small open-source tool called OMX quietly turned a single AI coding assistant into a coordinated team of agents — and someone used it to do a week's worth of work in one night.

Apr 2, 2026via github
AIautomationworkflow

The invisible ruler for text on screens

A tiny open-source tool just went viral for solving something deceptively boring: measuring how tall a block of text is, without making the browser stutter.

Apr 1, 2026via github
open-sourcetoolsworkflow

Plan a trip together — without handing your data to anyone

TREK is a free, self-hosted trip planner your whole team can use in real time — maps, budgets, weather, packing lists — and it lives on your own server.

Mar 30, 2026via github
self-hostingtoolsopen-source

When AI coding sessions grow up and become team processes

OpenWork turns solo AI coding sessions into something a whole team can audit, repeat, and trust.

Mar 29, 2026via github
open-sourceAIworkflow

One Plugin, Thirty-Two AI Teammates

A new plugin for Claude Code gives you an instant team of 32 specialized AI agents — architect, designer, librarian, and more — without writing a single line of setup.

Mar 28, 2026via github
AIMCPworkflow

One command. Eight sources. A real picture of right now.

A single command sends an AI agent across Reddit, YouTube, X, and five other sources — and brings back a grounded, cited summary of what people are actually saying in the last 30 days.

Mar 27, 2026via github
AIresearchworkflow

Your Calendar, Contacts, and Messages — Inside Claude

A small Mac app quietly bridges the gap between Claude and your actual life — calendar, messages, contacts, reminders, and location included.

Mar 25, 2026via github
MCPAItools

The AI That Actually Does the Work

DeerFlow is an open-source AI agent that doesn't just answer questions — it finishes projects.

Mar 24, 2026via github
AIautomationopen-source

A full trading firm, made of AI agents

Researchers built an open-source system where a whole cast of AI specialists — analysts, a trader, a risk manager — debate each other and arrive at a single investment decision.

Mar 23, 2026via github
AImulti-agentfinance

Your documents, your server, your rules

OpenRAG lets you build a private search brain for all your business documents — PDFs, audio recordings, spreadsheets — without sending a single file to anyone else's cloud.

Mar 21, 2026via github
self-hostingopen-sourceAI

A Dashboard for Your AI Assistant's Energy Levels

A tiny open-source tool that shows you exactly how much of Claude's attention budget you've used — before you run out mid-task.

Mar 20, 2026via github
AItoolsworkflow

A classroom full of AI teachers — built by Tsinghua, free for everyone

Researchers at one of China's top universities just released a tool that turns any document or topic into a live, interactive AI classroom — complete with teachers, curious classmates, and quizzes.

Mar 19, 2026via github
AIeducationmulti-agent

The Filing Cabinet Your AI Agent Actually Needs

ByteDance just open-sourced a smarter way for AI agents to store and retrieve what they know — and it could quietly cut costs while making agents a lot more reliable.

Mar 15, 2026via github
AIopen-sourcedatabase

Teaching AI Agents to Use Desktop Software

A new tool lets AI agents operate desktop software like GIMP or Blender the same way a human would — but faster, quietly, and without anyone touching a mouse.

Mar 13, 2026via github
AIautomationworkflow

The AI Agent That Remembers What It Learned

Hermes Agent remembers past conversations, learns from mistakes, and connects to Slack, Discord and Telegram. Free, self-hosted, built by Nous Research.

Mar 12, 2026via github
AIself-hostingopen-source

A Full AI Team, Ready to Hire

100+ ready-made AI agent personas in one repo - frontend devs, brand managers, growth leads. Copy-paste into Claude, ChatGPT or any AI tool.

Mar 11, 2026via github
AIautomationworkflow

An AI that runs 100 experiments while you sleep

Andrej Karpathy just released a tiny tool that lets an AI agent run experiments on its own, all night, and hand you the results by morning.

Mar 9, 2026via github
AIautomationworkflow

AI agents that can't leak your passwords — even if tricked

IronClaw is an open-source runtime that lets AI agents do real work without ever seeing — or accidentally exposing — your API keys and secrets.

Mar 8, 2026via github
AIautomationopen-source

What if your whole company was run by AI agents?

Paperclip lets you build a fully staffed AI organisation — with a real org chart, budgets, and accountability — that actually runs itself.

Mar 7, 2026via github
AIautomationopen-source

Your Brand on Reddit, Without the Hours

A free, set-it-and-forget-it system that watches Reddit for your brand name so you don't have to.

Mar 5, 2026
automationworkflowtools

A news dashboard that thinks — and never phones home

WorldMonitor pulls together global news, markets, and geopolitical signals into one screen — with AI analysis that runs entirely on your own machine.

Mar 4, 2026via github
open-sourceAItools

Your codebase, mapped — without leaving your browser

GitNexus turns any code repository into a visual map your AI assistant can actually read — privately, for free, in your browser.

Mar 1, 2026via github
AItoolsopen-source

Your Spreadsheet Can Now See the Future

Google quietly embedded a powerful AI forecasting model inside Google Sheets — and you don't need to know anything technical to use it.

Feb 28, 2026
AItoolsworkflow

Teaching your AI coder to actually think before it types

A free tool that gives your AI coding assistant a real methodology — so it stops winging it and starts working like a disciplined engineer.

Feb 27, 2026via github
AIopen-sourceworkflow

What if your AI assistant actually read the document — like a human?

A new open-source tool lets AI navigate long documents the way an expert would — by understanding structure, not just scanning for similar words.

Feb 25, 2026via github
AIopen-sourceMCP

Windmill turns small automations into proper tools

An open-source platform that takes your team's little scripts and automations and gives them a proper home — with scheduling, logs, and a real interface.

Feb 23, 2026
open-sourceworkflowautomation

n8n: connect everything, pay nothing

n8n lets you automate anything between your apps — Slack, email, CRM, spreadsheets. It's free, it's visual, and you own the whole thing.

Feb 22, 2026
workflowautomation