Blog
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How to Be More Ambitious: A Tutorial for Humans with Models
Engineering Lead on Claude shares concrete techniques for being more ambitious with AI across Speed, Altitude, Depth, and Range.
How to Build Wealth as a Career Person
A comprehensive, realistic guide to building lasting wealth as an employee without having to start a venture-backed company.
How Our Vibe Coded Website Looks Like a Designer Made It
A tale about how coding agents are making developers more interested in design, and practical tips on building beautiful vibe-coded sites.
Models as Insider Risks in the Super Intelligence Era
Satya Nadella discusses trust architecture in the Super Intelligence era: treating AI models as insider risks, separating intelligence supply from authority, and establishing external containment and observability controls.
You're Already a Meat Proxy
A candid reflection on how AI coding agents are shifting engineering from manual syntax implementation to defining goals, judgment, and organizational alignment.
How to Build a One-Person Company with Grok Bot (Full Guide)
The exact setup for building a one-person company with Grok Bot, starting with the job every founder struggles with: marketing. Sabrina Ramonov takes the system behind her 41 million views in 30 days, rebuilds it inside Grok Bot, and splits the work between four specialist Bots — a Content Lead, a Writer, an independent Reviewer, and a Publisher. The guide walks through picking the first job, hiring your first Bot, connecting tools without handing over every password, importing seven proven skills, and putting the team in one shared channel so handoffs stay visible. It also covers what actually worked, what was still clunky, and how to turn proven work into repeatable routines — while keeping publishing, sending, spending, and deleting behind an approval gate.
How to Keep Learning in the Age of LLMs
Notes on how a programmer rediscovers the joy of learning in the age of LLMs: using AI as a Socratic mentor, offloading grunt work, planning for low willpower, and keeping progress visible.
Code Mode: The Better Way to Use MCP
Most agents use MCP by directly exposing tools to LLMs. Cloudflare demonstrates Code Mode: converting MCP tools into a TypeScript API and letting LLMs write executable code instead.
Full Course: How To Turn Your Interests Into a Profitable Lifestyle Business
A comprehensive guide on synthesizing diverse interests, building an audience, creating digital products, and building a one-person lifestyle business without getting trapped in hyper-specialization.
If You Have Too Many Interests, Build This AI System in 1 Hour
How to manage multi-interest ADHD overload using an automated AI system with Obsidian, GitHub, and scheduled agents to track and advance multiple passions seamlessly.
How to Design an Agent Harness: Six Decisions That Turn a Model into a Worker You Can Leave Alone
Six decisions that sit between a raw model and reliable unattended work: loops, tool menus, memory retention, crash recovery, security boundaries, and evaluation.
How to Design an Agent Harness: Six Decisions That Turn a Model into a Worker You Can Leave Alone
A practical guide to designing an AI agent harness around six decisions: the execution loop, tools, context, persistence, permissions, and independent evaluation. Includes real-world examples and a weekend implementation plan.
Jev Clearly Explained: Why Modern AI Architecture Needs System One Decision Models
A deep dive into Jev by TypeSafe AI: why software needs low-latency, deterministic decision models over generative LLMs, how probability outputs work, and where to deploy Jev inside AI agents.
How to Use Jev Model: 8 Practical Use Cases
A comprehensive guide to the trending Jev model: what it is, how to get started in 30 minutes, 8 real-world use cases, and official limitations to avoid.
Steam, Steel, and Infinite Minds
Every era is shaped by its miracle material. Steel forged the Gilded Age. Semiconductors switched on the Digital Age. Now AI has arrived as infinite minds. Notion co-founder Ivan Zhao explores what knowledge work and organizations look like when unconstrained by human limits.
You Need to Be Delusional If You Want to Succeed
Why realistic goals lead to mediocrity, the psychology behind delusional goals, how to enter the reality distortion field of ultra-successful builders, and how to achieve what most consider impossible.
What if AGI is already here, and it's made of... children?
We are obsessed with watching the front door for a singular machine god, but what if superintelligence is already here as a distributed, self-replicating swarm substrate? A deep dive into emergent evolutionary cognition in multi-agent architectures.
Rethinking Skills and Prompts for GPT-6 Astra
Coding agents have come a long way, and best practices are changing fast. With more capable models, what used to require a lot of handholding and scaffolding no longer does. A guide to better skills, up-to-date AGENTS.md, decision boundaries, and persistence with GPT-6 Astra.
SEO Rank Watch: AI-Driven SEO Optimization Prompt and Workflow for Unattended Websites
A complete prompt and workflow specification for using AI Agents to continuously optimize Google search rankings. Features systematic rank tracking, search intent gap analysis, and strict 7-day observation cycles.
pstack Guide Part 2: Supervising Smarter Agents
Learn how to supervise smarter AI agents using pstack: moving from command execution to task orchestration, managing context drift, sub-agent delegation, and agent-assisted review.
How I Design with AI: 7 Principles to De-Slop Product Design
As an engineer who is not a designer and hates slop, Matt Dailey shares 7 practical principles for product design with AI, avoiding whack-a-mole patchwork and building cohesive UIs.
Portal by Spotify Cut My Claude Code Token Usage by 90%
Most of what an AI coding agent does for me is I/O, not thinking. Using AiKA Modes in Portal by Spotify plus a Claude Code plugin called shunt, I routed the grunt work — bulk file reads and boilerplate code generation — to a cheaper model and cut token usage by ~90%.
Before Achieving Greatness, Learn to Sell
Insights from marketing mentor Mengke Wang at the Apple × Zhejiang University Mobile App Incubator: App Store is a warehouse, content platforms are shelves; marketing is translation; targeting concrete people, designing high-converting covers, and bootstrapping indie apps.
Running a Software Factory Efficiently at Uber Scale
AI tools are embedded in every phase of software development at Uber. Learn how Uber scaled agentic usage 7x while reducing unit cost through model routing, prompt caching, code-mode MCP execution, and AI context graphs.