Your reading list is long enough.
Choose one topic. Finish it.

Most days I listen to a chapter on the GO Train, then open Read on my laptop. It picks up in the same spot — no hunting around.

I fed AI Create a long PR review thread on Postgres logical replication. It sorted the discussion into four chapters, which was much easier to work through than the thread.

I’d wanted something on Stripe Billing edge cases for ages. I voted for it in Community; when the topic landed, I used Listen or Watch whenever I couldn’t sit down to read.

I gave AI Create a Notion backlog, the Stripe changelog, and a YouTube transcript. It turned that mess into six chapters I could actually work through.

Train: Listen. Lunch: Read. Couch: Watch. I can switch devices halfway through a chapter and it still knows where I stopped.

I put on Design Critique Patterns during the bus ride. The chapters are short enough that I usually try one idea in that morning’s work.

RAG From Scratch covered evals, chunking, reranking, and citations in one place. I kept the walkthrough open while working on our docs search and caught two gaps in my own plan.

We had a huge Slack thread about evals. AI Create organized it into chapters on offline evals, online evals, and LLM-as-judge. New ML hires use it as a starting point now.

I’d abandoned a few growth courses before. With the Growth Loops topic, I read at work and listened on walks, and I stopped losing my place every time the day changed.

I put several marketing-podcast transcripts into AI Create. It grouped them into a private B2B SaaS positioning topic, which gave me a useful structure while rewriting our homepage.

I keep the Vector DBs topic open while designing our retrieval layer. The chunking and reranking chapters saved me a Notion doc of scattered links.

During conference travel I Listen to chapters in the airport, then Read them on the plane. Progress picks up the second I unlock my laptop.

The Distributed Tracing walkthrough lined up with what I was shipping that week. I stopped bookmarking blog posts and just followed the chapters.

Feature Store patterns finally clicked when I could switch between Read for diagrams and Watch for the deploy walk-through. Same topic, three angles.

I dropped our internal wiki on volatility modeling into AI Create. It came back as six chapters with the math separated from the intuition.

The Duration & Convexity topic matched what I was writing in a client memo. I Read it on the train and finished the memo that afternoon.

I Listen to banking-sector chapters on my commute and screenshot the diagrams for my morning note. It cuts my prep time in half.

Scenario Modeling gave me a cleaner mental model than the three spreadsheets I was juggling. I Watch the chapters when my eyes are tired.

Stress Testing chapters lined up with our quarterly review. I Read them on the train and arrive with notes ready.

The 1:1 Patterns topic reshaped how I run my weekly meetings. I Listen on the way to the office and try one idea before lunch.

I turned a messy Notion backlog into a private topic. The chapters grouped discovery, delivery, and metrics in a way the doc never did.

Code Review Culture lined up with what I was rolling out to my team. I Read it during focus blocks and quote chapters in our retro.

Roadmap Prioritization gave me language for conversations I kept losing. I Watch the chapters between back-to-back calls.

Hiring Loops chapters matched what I was redesigning. I share specific chapters with my hiring managers.

Deep Work Habits isn't a course I finish and forget. I re-Read a chapter every Monday to reset my own week.

I fed my read-later pile of habit books into AI Create. It condensed them into chapters I actually finish instead of skimming.

The Energy Management topic changed how I plan my day. I Listen on walks and come back with a clearer calendar.

I share specific chapters with clients instead of whole books. The short format fits between sessions.

Decision-Making Frameworks gave me a shared vocabulary with the founders I advise. I Read a chapter before each session.

I assign chapters as pre-reading before seminars. Students arrive with a shared vocabulary, and we use class time for debate.

The pedagogy topic gave me a reference structure for my own course. I Read it between drafting modules.

My mentees learn faster when a topic has Read, Listen, and Watch on the same concept. I point them to the chapters that match their style.

I turned a stack of SLAM papers into a private topic. The chapters separated math from intuition, which the papers never did.

I finally finished the Algorithms topic because I could switch to Listen on the bus. The format stopped me from abandoning it.

Sleep Architecture chapters lined up with my own research. I cross-check citations while I Read, which saves me a literature search.

I Listen to longevity chapters on my run. The pace matches a slow jog, and I retain more than from podcasts.

I send clients to specific chapters instead of a 300-page book. The short format keeps them engaged.

The Circadian Rhythms topic matches my own reading list. I use Watch for the mechanism explanations.

Metabolic Health chapters became my go-to patient resource. I hand out the Read version in clinic.

GDPR for Engineers finally gave me chapters I could hand to product. I Read them, then point teammates to the exact chapter.

I turned our internal KYC policy into a private topic. New hires Read the chapters instead of a 40-page PDF.

The SaaS Contract Patterns topic matches the clauses I review weekly. I Listen during my commute and draft faster.

AI Act chapters are organized by risk tier, which is how I actually think about it. I Watch the ones with diagrams.

Records of Processing finally clicked when I could Watch the walkthrough. I share it with every new processor we onboard.

I turned three positioning podcast transcripts into a private topic. The chapters gave me a structure for our homepage rewrite.

The Attribution Models topic lined up with our Q3 dashboard rebuild. I Read it between standups.

I Listen to Brand Architecture chapters on walks. The slower pace lets me think between chapters.

I Watch the retention chapters when I'm planning a drip campaign. The visual format clicks faster than a doc.

Growth Loops finally clicked when I could Watch the diagrams move. I quote chapters in our weekly review.

Idea Validation gave me a checklist I actually used. I Read it before every customer call.

I Listen to Pricing chapters on my morning walk and come back with a clearer plan than I started with.

The Distribution topic reminded me of things I'd forgotten from batch. I re-Read a chapter each week.

I turned a messy Notion of launch learnings into a private topic. The chapters now serve as my own playbook.

I Watch the Positioning chapters before every pitch. The format fits between client calls.