Bookmarked Links

I'm Betting My Company on Proactive Agents

Agents today wait for humans to tell them what to do, limiting their usefulness. The future is proactive agents that watch systems, judge what matters, and act safely without being told. This shift can end human on-call duty by letting software fix itself within clear boundaries.

The Mindset That Unlocks Your Full Potential | Dr. Gio Valiante

Dr. Gio Valiante is a top performance psychologist who helps people reach their full potential. He explains how confidence and fear affect success and shares ways to build better habits. This talk teaches simple steps to overcome limits and perform well under pressure.

The rsync algorithm — Tridgell & Mackerras

Git Internals — Git Objects (Pro Git)

How to Build a File Synchronizer (Pierce papers index)

Content Hash — Dropbox Developers

`content_hash` field in `FileMetadata`

Introducing Dynamic Subagents in Deep Agents

Dynamic subagents let agents write short scripts to manage many tasks at once, making their work more reliable and scalable. This approach uses code to control subagents, allowing complex workflows like loops and branching. It helps agents break down big problems and handle them with better coverage and coordination.

FluidVoice — Free Open Source Voice-to-Text for macOS

Free open source voice-to-text for macOS. Local-first dictation with Parakeet, Apple Speech, Whisper, AI enhancement, command mode, write mode, and Intel support through Whisper.

Loop Library: Repeatable AI Agent Workflows | Forward Future

Repeatable AI agent prompts with practical checks, proof, and stopping conditions.

Dr. Giulia Enders: How to Nourish Your Gut (And Keep It Thriving for Life)

Dr. Giulia Enders explains how your gut affects your overall health, including digestion, mood, and immunity. She warns that stress and processed foods harm your gut. The conversation offers simple tips to improve your health without complicated diets or supplements.

AI infrastructure stock watchlist: HBM, CPO, power, cooling | AI Bottlenecks

Live AI infrastructure stock watchlist across the bottlenecks behind the buildout: HBM, CPO, InP substrates, power, cooling, custom silicon, networking, and AI cloud.

Machines of Loving Grace

AI could speed up progress in biology and medicine by ten times, achieving a century of advances in just 5-10 years. This rapid progress might help cure diseases, improve health worldwide, and reduce poverty if shared fairly. However, AI may also increase risks like inequality and stronger tools for control, so careful efforts are needed to manage these challenges.

Orchestrating AI Code Review at scale

Cloudflare built an AI system that uses multiple specialized reviewers to check code for bugs, security, performance, and documentation. This approach splits tasks among different AI agents, making reviews faster and more accurate. The system helps catch serious problems while reducing bottlenecks in the engineering workflow.

Mental Models That Change How You Think | Bill Gurley

Bill Gurley shares key mental models like systems thinking and understanding long-term effects. He explains what makes great founders and why storytelling and product sense are important. He also discusses how AI and new technologies will shape the future.

They're Made out of Meat by Terry Bisson

The story discusses a conversation about intelligent beings made of meat trying to make contact with humans. The humans debate whether to acknowledge the existence of these meat-based beings or pretend they don't exist. Ultimately, they decide to ignore the meat beings and mark their sector as unoccupied.

The Death of the Three-Act Playbook

The old playbook for building software companies had three steps: start small, add related products, then become a big platform. Now, companies grow much faster and skip these steps by building everything quickly from the start. The author believes ambition is more important than caution in today’s fast-changing world.

MiniMax M3 - Coding & Agentic Frontier, 1M Context, Multimodal | MiniMax

MiniMax M3 reaches frontier-level performance on coding and agentic tasks, with a 1M context window powered by the MSA architecture and native multimodal understanding. The first open-weight model to unite all three capabilities.

Proven, Better, New: Mark Pincus on the Rules of Product Innovation

Mark Pincus shares how great founders find winning ideas and why many startups fail. He talks about lessons from building Zynga and handling big challenges. The key is to test fast, focus on what users want, and avoid compromising too much.

Epicure Flavour Explorer

Discover ingredient pairings based on chemical compounds and recipe data

Using AI to write better code more slowly

AI coding tools can help write better code by finding many bugs when used carefully and slowly. Instead of rushing, developers should review and fix critical issues methodically to improve code quality. This slower approach leads to healthier codebases and deeper understanding, even if it feels less productive.

After Automation | Every

AI automation is growing fast, but it creates more work for humans instead of less. Humans are needed to guide, manage, and improve AI systems because AI cannot fully replace expert judgment. This means that as AI gets smarter, human experts stay essential to handle new and complex tasks.

Dwarkest interview with Machine Learning :: Jane Street

Jane Street is a quantitative trading firm and liquidity provider with a unique focus on technology and collaborative problem solving.

Think contracts that actually run

Not another assistant demo: 14 deployable Cloudflare Think contracts with real E2E evidence.

Agentic Coding is a Trap

Relying too much on AI coding agents can weaken programmers' critical thinking and coding skills. Skilled developers are needed to review AI-generated code, but overuse of AI tools makes this harder. To stay sharp, programmers must keep writing and understanding code themselves.

Codex-maxxing

Long-running Codex threads save important work by storing memories in files and vaults, so knowledge isn’t lost. Voice input, Heartbeats, and cloud skills help keep projects moving smoothly across tools and locations. This approach turns Codex from just a chat app into an active workspace that remembers, reviews, and acts on work continuously.

GitHub stars · Digg

Projects most-endorsed by AI 2K members in the past 7 days.

Freestyle - VMs and Git for AI Agents

Give your agents real VMs and Git-backed filesystems. Freestyle provides powerful Linux VMs, Git repos, deployments, and execution for code you didn't write.

[Outliers] Chung Ju-yung: The Hyundai Founder Who Put a Country on His Back

Chung Ju-yung founded Hyundai with strong determination. His company helped build South Korea’s economy by making cars, ships, and highways. His hard work and persistence helped change the country.

The 10x Mindset

The 10x mindset means acting like you are already far ahead and can overcome any obstacle. It changes how you think, decide, and lead, helping you achieve much bigger success. When you truly believe this, others see it too, and your future starts to become real.

How to start a company — Cofounder

Pick a wedge, evaluate the idea, ship a domain — the start of the founder playbook.

Software engineering may no longer be a lifetime career

Using AI may reduce software engineers' long-term skill growth because they do less coding by hand. Even if this happens, engineers might still need to use AI to stay competitive and keep their jobs. This could mean software engineering careers become shorter, like those of professional athletes.

birdclaw — Local Twitter memory in SQLite

birdclaw is a local-first Twitter workspace: archive import, cached live reads, focused triage, and reply flows in one local web app + CLI.

AI Engineering from Scratch

416 lessons. 20 phases. Write the backprop, the tokenizer, the attention mechanism, and the agent loop by hand.

Hackers | Memelord

Super Official Top Secret Memelord AI Meme API for Hackers

I Want to Live Like Costco People

The author used to avoid Costco but now shops there regularly, embracing its unique culture. Costco connects people across different phases of life with familiar routines and shared moments. Despite some personal preferences, the author sees Costco as a place where many stories and lives come together.

Winston Weinberg: Speed, Stress, and Better Decisions

Winston Weinberg is the CEO of Harvey, an AI platform for legal work. He explains how AI helps lawyers work faster and make better decisions. He also shares tips on using stress and focus to improve judgment and grow a business.

The bottleneck was never the code

Coding agents make writing code faster, but teamwork and shared understanding still limit progress. The real challenge is creating clear, detailed plans and the context needed for agents to work well. Agents help capture and share this hidden knowledge, boosting how teams collaborate and build software.

Chops — Your AI agent skills, finally organized.

A free, open-source macOS app to manage your AI coding agent skills in one place.

Expect

Let agents test your code in a real browser.

The People Who Are Using AI at Home to Free Up Their Time

People are using AI at home to handle chores like grocery shopping and scheduling. This frees up time for hobbies, exercise, and spending time with loved ones. Studies show AI helps people be more productive and enjoy life more.

Vector Black Magic Mirror Silver

Introducing the world's first custom-fit swimming goggles. Our goggles are crafted using best-in-class materials and our innovative Optimal Fitting Technology (OFT), which adapts to your unique facial structure.Vector Black Magic Mirror Silver is our darkest tinted swim goggle and the preferred color of US Olympian Ben Kanute. It is made for outdoor swimming and will be your best friend on sunny days.THEMAGIC5 goggles are ideal for swimmers at all levels – whether you are an Olympian swimmer, a triathlete or someone who likes to go to the pool occasionally. Regardless of your environment, our purpose is the same: to keep water out, be comfortable and provide the best view possible.  The all-new Vector with Optimal Fitting Technology (OFT) features a redesigned frame geometry that reduces overall pressure by 15% compared to our first model — without compromising the seal. By refining

Finding Power

Clay Christensen's "Theory of Conservation of Modularity" explains why some companies gain more power than others by identifying and solving the most pressing problems in consumer value chains. Companies that control key integrations in these chains can dictate terms and maintain their advantage, as seen in examples like Coca-Cola and Netflix. Ultimately, improving user experience leads to greater power and profits in business strategy.

Greg Brockman: Inside the 72 Hours That Almost Killed OpenAI

Greg Brockman, co-founder of OpenAI, shares the intense 72 hours after Sam Altman was fired and how the team nearly collapsed. He explains key moments that shaped OpenAI's strategy and the challenges they faced. The talk also covers the future of AI, its impact on jobs, and how OpenAI uses AI to build AI.

One Developer, Two Dozen Agents, Zero Alignment

Ace is a new tool that lets developers and their AI agents work together in real time. It helps teams plan, chat, and code in one shared space to avoid confusion and wasted work. The goal is to make software building more collaborative and produce better results.

Kimi K2.6 Tech Blog: Advancing Open-Source Coding

Kimi K2.6 advances open-source coding, featuring long-horizon coding, coding-driven design, agent swarms, proactive agents, and the Claw Groups research preview.

AI optimism is waning

People are losing hope that AI will bring a positive future because they mostly see risks and fear. Tech culture is stressed, and the benefits of AI feel concentrated and uncertain to many. To regain trust, we must build fair systems that share AI's gains and address its dangers openly.

Fastlane | Create Winning Short-Form Content In Seconds

Create winning short form content for your business in seconds. Enter your website and Fastlane will learn your brand, then generate ready-to-post videos you can swipe through like Tinder. Then, schedule posts directly to TikTok, Instagram, and YouTube.

Deep Dive: The 60 Critical Minerals That Power the Modern World

The world needs 60 critical minerals for technology and defense, but supply is limited. China controls most of these minerals, creating a big risk for the U.S. The U.S. is working to fix supply problems and attract investments in this area.

How to Build a Human

A baby needs a calm, supportive environment like the mother's body to develop well. Modern birth and care practices often ignore this, causing problems for both mother and child. Understanding and respecting a baby's natural needs can lead to healthier births and happier families.

Against Cynacism

The author shares how cynicism felt like an addiction that hurt his soul and life. He realized that while many things fail, some technology truly changes the world for good. In the end, he learned to let go of harsh judgment and seek forgiveness, hoping to find peace and meaning in life.

Biomarkers

On the surface, Blueprint may seem something about health, wellness and aging. It's really a system to make tomorrow better for you, me, the planet and our shared future with AI.

Good sleep, good learning, good life

Good sleep is crucial for learning and creative achievements. Understanding the role of sleep can help solve sleep phase disorders and improve sleep quality. Sleep is not just about rest; it allows the brain to integrate new knowledge and form new associations. Lifestyle and circadian rhythms play a significant role in sleep patterns, and disrupting these patterns can affect the quality of sleep. Polyphasic sleep schedules, which involve multiple short naps instead of one long sleep period, may not be sustainable and can lead to sleep deprivation. Maximizing the brain's effect of sleep is more important than minimizing sleep time.

Test your biomarkers like Bryan Johnson

Biomarkers by Blueprint offers affordable yearly tests for over 100 health markers with easy scheduling and fast results. Members get clear reports, can upload past labs, and access AI health advice, with doctor reviews available for an extra fee. The service is currently for U.S. adults (except some states) and aims to expand nationwide and globally.

Time expansion

AI is breaking the constraints of traditional business hours, allowing operations to run 24/7. This technology helps companies turn downtime into productive learning and development opportunities. By leveraging "dead hours," businesses can gain a competitive advantage and improve their AI systems continuously.

Your Only Competition Is You

Comparing yourself to others wastes time and stops real work. Success comes from finding unique insights and exploring places others ignore. Focus on your own path, not on copying competitors.

Superconductor

A native macOS app for running parallel AI coding agents. Built entirely in Rust with isolated git worktrees, GPU-rendered terminal, and multi-agent orchestration.

Mario Harik: Playing to Win

Mario Harik is the CEO of XPO, leading 40,000 people with a clear and disciplined approach. He uses real-time data and values feedback from all team members to make smart decisions. Mario believes in hiring top talent and avoiding ego and small goals to achieve big success.

ClawHub

ClawHub — a fast skill registry for agents, with vector search.

S3 Files and the changing face of S3

Amazon S3 has launched S3 Files to let users access S3 data like a regular file system without copying files locally. This new feature bridges the gap between object storage and file storage, making data easier to use with existing tools. S3 is evolving from just object storage into a more versatile system with Tables, Vectors, and now Files.