Orchestrating multi-agent AI architectures with Amazon S3 Files | Amazon Web Services

A model’s context window is finite, so files become working memory that persists after a session ends. In multi-agent systems, a shared file system becomes the handoff layer: one agent writes its output to a directory, the next reads it, with no custom integration code between steps.

Saved September 10, 2026

Self Evolving Harness With Memory

Here's a breakdown of how to a self evolving harness generally look like and how agent memory contributes in self evolving practices

Saved September 10, 2026

Five whys - Wikipedia

An iterative interrogative technique used to explore the cause-and-effect relationships underlying a particular problem

Saved September 10, 2026

Harness Engineering Papers

A harness is everything between the model weights and the world: the loop, the context it assembles, the tools and skills it can reach for, the sub-agents it can spawn, and lately the code of the harness itself. This list follows that idea from a bare while-not-EOS loop in 2019 to harnesses that rewrite themselves in 2026

Saved September 9, 2026

ChatGPT and Codex plugin for Knock | Changelog 2026-09-09 | Knock

Add the Knock plugin in ChatGPT or Codex to build and manage your messaging workflows.

Saved September 9, 2026

Towards self-driving codebases · Cursor

We're making a part of our multi-agent research harness available to try today in preview.

Saved September 9, 2026

Any Human Ever

Draw one random life from the more than 100 billion humans who have ever lived. Every detail sourced.

Saved September 8, 2026

Eval Emulators

for harness training

Saved September 6, 2026

14K TPS Chat

chat jimmy LLM web interface

Saved September 4, 2026

Designing Grok Bot for a world of persistent agents

How we designed Grok Bot for agents that persist beyond a single session — from a chat history to a Bot roster, presence, a computer of the Bot’s own, and work that starts without a prompt.

Saved September 4, 2026

The Rise and Fall of Agent Civilizations

The whole OpenAI/Hugging Face story in plain English

Saved August 30, 2026

I Study Successful People. They Have One Habit in Common.

Notes: Ask for help, learn in groups.

Saved August 28, 2026

Claude connector for Knock

Add the Knock connector in Claude to build, manage, and ship your messaging workflows, broadcasts, guides, templates, and audiences with a prompt.

Saved August 28, 2026

What Man Understands That He Is Dying Daily? (This Is Your Life)

You're dying every day. Mediate upon that fact to motivate yourself to do great things. What are you doing today to seize the day?

Saved August 26, 2026

Gesture synth

play music with your hands

Saved August 20, 2026

Agent UI Components

Beautiful agent UI components

Saved August 18, 2026

Agent-led growth with Claude + Knock

Speaking at the Marketing Engineering Meetup in SoHo June 9 2026

Saved June 9, 2026

When AI builds itself

Our progress toward recursive self-improvement, and its implications.

Saved June 5, 2026

Colf

Prompt solutions to algorithmic problems with the fewest tokens.

Notes: Made by eng at Cursor

Saved June 1, 2026

Dials Maker

Dials — a small browser tool for generating clean, black-and-white dial scale graphics (straight, semi-circle, custom arc, or full circle) with configurable graduations, rim, and numbering. Exports SVG and 2× PNG.

Notes: For that one moment in the future where I'll need to make a dial lol

Saved May 27, 2026

Shopify data source

Connect your Shopify store to Knock in a few clicks to power order and customer notifications from real-time commerce events.

Saved May 21, 2026

Data sources

Connect events from any service to your Knock messaging infrastructure in a few clicks, no code required.

Saved April 8, 2026

Liveline

Real-time animated line chart for React.

Saved February 18, 2026

Sources 2.0

A new design for ingesting events from third-party tools into Knock.

Saved February 12, 2026

How to build agents with filesystems and bash - Vercel

How to build agents with filesystems and bash, production agents, context management, template, bash

Saved January 25, 2026

mapcn - Beautiful maps made simple

A collection of beautifully designed, accessible, and customizable map components. Built on MapLibre GL. Styled with Tailwind CSS. Works with shadcn/ui.

Saved January 1, 2026

Confusion is a muse

Write about what confuses you

Saved December 30, 2025

Publishing your work increases your luck

In 12 months, @aarondfrancis changed his life by bypassing fear and embracing risk. Now, he’s working his dream job @tuple. Get his full story on The ReadME Project:

Saved December 27, 2025

OverType - The Markdown Editor That's a Textarea

OverType is a transparent textarea over rendered markdown. Plain text simplicity, WYSIWYG beauty, zero complexity.

Saved December 26, 2025

Lenis – Get smooth or die trying

A smooth scroll library fresh out of the darkroom.engineering.

Saved December 17, 2025

Taking Money off the Table

It’s way easier to make more money when you already have money.

Notes: startup equity

Saved October 30, 2025

coss.com

coss.com - the everything but AI company

Saved October 13, 2025

Reusable requests

Create and reuse request configurations across your workflows.

Saved September 29, 2025

New sidebar navigation

A new sidebar navigation experience

Saved August 14, 2025

Contextual commit flow

Introducing a new version control tab for resources

Saved July 16, 2025

New Commits Page

We've redesigned our commits page to help teams better track and manage changes across their notification workflows.

Saved March 26, 2025

React 19 Support

We've added support for React 19 to our JavaScript SDKs.

Saved March 12, 2025

Do What Makes The Best Story

Having a fascinating life story is not just an exercise in vanity -- it has a real impact on your success in life.

Saved February 17, 2025

How we use Friction Logs to improve the product · Resend

A behind-the-scenes look at how we onboard new hires and quickly ship improvements.

Saved February 6, 2025

Stacking PRs

Stacked PRs. Stacked diffs. Stacked changes. A better workflow to manage pull requests.

Saved February 4, 2025

Takumi Hasegawa portfolio site | works | unshift

This is Takumi Hasegawa's portfolio site.

Saved January 30, 2025

The $1M ARR Growth Playbook

Breaking down exactly how we scaled my last startup Teachable to $1M in ARR

Saved January 26, 2025

Web3 Design Studio - Trusted by industry leaders for 20 years

Halaska Studio is a Web3 Design Studio specialising in brand, product & UX design for startup to enterprise businesses. Experts in UX & Web3 applications.

Notes: Nice design

Saved January 14, 2025

GitHub - campsite/campsite: The Campsite monorepo

The Campsite monorepo. The new standard for thoughtful team communication — replace noisy chats with focused, organized posts.

Saved January 13, 2025

svgl - A Collection of SVG Logos

A beautiful library with SVG logos

Saved January 13, 2025

Deep Roots, Hard Looks, and Change — Permanent Equity: Investing in Companies that Care What Happens Next

Notes: The "Nothing to Fear, Nothing to Hide" section is an amazing piece of life wisdom

Saved January 7, 2025

"I'm rich and have no idea what to do with my life"

Former CTO of Loom (Sold for nearly $1b) says life is meaningless & bleak after sale...

Notes: original thread: https://x.com/vhmth/status/1874950613311824347

Saved January 6, 2025

Landing page examples

Find the best landing pages for your design inspiration based on your preference

Saved January 5, 2025

Underrated ways to change the world

How to get a good heart unstuck

Saved January 3, 2025

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