Professional

The EU AI Act: The Global Floor, Whether You Like It or Not

The EU AI Act is the most sweeping AI law in the world. It will set the compliance floor for anyone who ships globally. Here is the architecture, the timeline, and what it gets right and wrong.

The Landscape: Copilot vs. Cursor vs. Windsurf vs. Claude Code

The AI coding tool market fragmented fast. Let's map the 2026 landscape honestly: who is for autocomplete, who is for agents, who wins on cost, and what the tradeoffs actually feel like.

Capstone — Ship a Real AI-Assisted Creative Project

Plan, build, and launch a real creative product using the full AI stack. This is the final deliverable of the Creative track.

Data Engineer in 2026: AI Writes the SQL You Review

Databricks Assistant, Snowflake Cortex, and dbt Copilot draft pipelines in minutes. The edge is in modeling, governance, and knowing what business question to answer.

Compliance Officer in 2026: AI Governance Is the Job

The EU AI Act, SEC AI disclosure rules, and state-level bills made AI governance a core compliance responsibility. The role grew; it did not shrink.

Cursor: The AI Code Editor That Ate Enterprise

Cursor forked VS Code and rebuilt it around AI. It's now the de facto AI IDE for serious engineers. Deep dive on what makes it different, the Composer agent, and the $500/month enterprise pricing.

Writer: The Enterprise Generative AI Platform For Content Teams

Writer is a full-stack enterprise AI platform with its own models (Palmyra), strict governance, and deep integrations. Look at who chooses it over ChatGPT Enterprise.

Clay: The GTM Data Enrichment Tool That Changed Outbound

Clay scrapes, enriches, and personalizes at scale for sales and marketing. Deep look at what it does, the Claygent agent, and pricing that starts at $149/month.

The Solo-Founder Opportunity In The AI Era

A solo founder in 2026 can use AI to do work that once required a larger team. Here's where that leverage is real and where the hype is lying to you.

Validating An Idea With AI (Without Fooling Yourself)

AI can draft your landing page, your interview script, and your positioning in an hour. It can also help you lie to yourself. Here's how to use it honestly.

SEO In The AI Search Era

Google is no longer the only search. Perplexity, ChatGPT, and Claude are eating traffic. Here's how to be findable in 2026.

Ads With AI (And When To Not Run Them)

AI makes ad creation fast but doesn't fix a broken funnel. Here's how to run paid ads responsibly with a small budget.

Outbound With Clay + AI: Building A Real Sales Machine

Clay + AI has replaced entire outbound teams. Here's how a solo founder runs a smart outbound motion with 2 hours a week.

Contract Review With AI (Without Replacing Your Lawyer)

AI can read a contract in 30 seconds and flag the risky parts. It cannot replace a lawyer on the serious ones. Here's how to use both.

Auto-Triaging Support Tickets With an MCP Server

Wire Claude to your helpdesk so tickets get classified, tagged, and routed before you wake up.

A Weekly Content Engine With Claude and a Style Guide

Ship one real blog post, one newsletter, and five social posts a week without becoming a content zombie.

Pricing an AI Feature: Per-Seat vs. Per-Use vs. Credits

Choose a pricing model that survives when your COGS is a variable OpenAI or Anthropic bill.

Reading Your Stripe Dashboard With AI

Use Claude and Digits to turn noisy Stripe data into a weekly one-pager you'll actually read.

Contract Review With AI — and When to Actually Call a Lawyer

Use Claude to spot red flags in contracts fast, then learn the three moments you absolutely need a real attorney.

A Weekly Competitive Research Ritual With AI

Use Perplexity, NotebookLM, and Claude to keep a live pulse on every competitor without burning a whole day.

Building a Moat When Every Competitor Has the Same AI

Model access is not a moat. Figure out what is — proprietary data, workflow lock-in, brand, distribution.

Your First Hire: Equity Basics, Offer Letters, and AI-Assisted Onboarding

Bringing on your first teammate is a real commitment. Get the equity, paperwork, and onboarding right from day one.

Ethical AI Selling: Where The Line Is Between Helpful And Manipulative

AI gives reps superpowers. Some of those superpowers cross lines. Knowing where the lines are is now a core part of the job.

Your AI-First Workday, Hour by Hour — A Template

A concrete hour-by-hour template for an AI-assisted workday — what to delegate, what to keep, and where the compounding time savings actually live.

Sharing and Reviewing AI Output Across Teams

AI drafts make team work faster — or messier — depending on norms. Here's how to set the norms so AI-assisted work actually speeds your team up.

Audit Your Own Job and Install AI Where It Actually Pays

The capstone: a weekend project where you audit your own role, identify three high-leverage AI installs, and run them for a month to measure the lift.

Know-Your-Customer Rules for AI Compute

If you sell cloud GPUs, the US government may soon require you to verify who your customers are. Know-your-customer rules from finance are being ported into AI infrastructure.

UK AI Safety Institute

The UK stood up the world's first government AI safety institute in November 2023. Its structure, scope, and access model are templates other nations are following.

When NOT to Use AI for Coding

AI is a power tool. Some tasks are wrong for it. Learn the categories where AI assistance reliably makes things worse, and the human-only judgment calls AI cannot replace.

Structured Note-Taking With AI: Atoms, Not Transcripts

AI note-taking fails when it produces transcripts. It works when it produces atomic, linkable notes. Here's the workflow.