Productmanagement|got rewritten.
The new role is the Product Builder. The new unit of work is a working prototype with an eval. PRDs and roadmap decks are not coming back.
This site is the working playbook for founders, CEOs, and heads of product rebuilding around that shift, from Falk Gottlob, CPO with five exits, now founder of Falkster.ai. The Standard, the Handbook, 44 agents, every template. Free. Steal anything.
Why this notebook

- 30yrsShipping product
- 5exits/acqIncluding one IPO
- 8CPO/CTO/CEORoles across SaaS, health, consumer
- $6.5BexitLargest, in 2018
Pick your opening move.
Four ways in. Each one is opinionated about who it's for and how long it takes. Pick the one that matches what you're fighting through this week.
Features are dead. Workflows are everything.
I don't just believe it. Here's what I've built around it.
Three layers, a Standard for the role, a Fleet of agent blueprints, a Toolkit of templates. All free. Steal anything.
The playbook, rewritten.
Five waves, 41 chapters. Read in order or pick a wave. Drawn from how I run product every week.
- The Thesis7 CH
- Discover5 CH
- Build & Ship7 CH
- AI Craft9 CH
- Lead the Shift13 CH
Your team of agents.
Mapped to the 7-stage operating system (Ship / Measure / Amplify collapsed into one row here). Each blueprint ships with prompt, eval, and a ship-readiness gate.
- Sense6
- Discover5
- Decide8
- Build7
- Ship · Measure · Amplify18
The templates, ready to ship.
Prompts, evals, PRDs, retros, OST scaffolds. Steal anything that helps. No email gate, ever.
- Prompts18
- Evals & tests11
- OST scaffolds7
- Retros & rituals9
- Roadmap-replacements12
What I'm shipping this week.
The notebook updates roughly weekly. Failed experiments included. 7 new posts in the past 14 days.
Everyone Wants to Be the Layer Underneath
Glean and Alation arrived at the same posture from opposite ends of the stack: be the substrate, not the assistant. It's the right instinct and a bad hedge, because you can't own a daily habit and be neutral plumbing at the same time.
Salesforce Put Its CRM Inside Claude
Salesforce beat on GAAP because it owns a piece of Anthropic, then announced it is shipping its CRM inside Claude. The app layer just volunteered to be the substrate.
The Wince Is the Spec: Bottom-Up Evals a Model Can't Write
Claude writes half your evals. It's the half that catches nothing. Top-down vs bottom-up evals, and how I turn gut reactions into verifiers on Heidi.
Cost Gets You In. Usage Keeps You.
Glean's jump from $100M to $300M ARR got read as a growth story. The more useful read is that the reason a buyer approves your product and the reason they keep using it have come apart.
SpaceX Just Bought Cursor for $60B. What It Actually Bought.
SpaceX closed its $60B all-stock buy of Cursor on Aug 14. Not a model story, an operating one: the choices that made a 2022 MIT project worth $60 billion.
The Harvey Playbook: How AI Cracked Big Law
Harvey hit $350M ARR and an $11B valuation selling AI to the most change-resistant buyer there is: Big Law. Six operating choices, and how to steal them.
I work with a few CPOs, founders, and boards a year, audits, eval infrastructure, board reviews.One slot open Q3. By application. The day job is Falkster.ai; this is the side door.
Work with me, quietly, deliberately.
I'm not a full-time advisor. I run Falkster.ai. But I take on a small, deliberate set of engagements each year with CPOs, founders, and boards I want to learn from. Three formats below.
Product Org Audit.
2-week deep-read of your roadmap, evals, agent fleet, and rituals. Written report, executive readout, 30-day plan. The format I'd run on Falkster.ai itself.
Eval & Agent Workshop.
3 days on-site or remote. We build the eval harness, the first 3 agents, and the shipping gates with your team. You leave with running infrastructure.
Board & Exec Reviews.
Quarterly review of your AI-product roadmap, with a written memo and one board appearance. For boards making the agent / non-agent bet right now.
product managers who have switched from writing specs to shipping prototypes.
What people ask after they land here.
Eight questions on the role, the standard, the agents, and what it's like to work with me.
Who is Falk Gottlob?+
Falk Gottlob is a product executive with 30 years shipping product at Microsoft Research, Adobe, Salesforce (Marketing Cloud / Quip / Slack), and four startups. He has had five exits including one IPO and one acquisition by Microsoft (MVC, 2009), and the largest at $6.5B with Commure (2018). He has been CPO at Commure, Crisis Text Line, SOCi, and Smartcat, and is the founder of Falkster.ai (agentic AI, built and run by AI agents, in stealth). He writes falkster.com, the working notebook on AI-era product management.
What is The PM Standard for the AI era?+
Product Builder OS is Falk Gottlob's six-skill definition of the modern Product Builder role, priority-ordered: Rapid Prototyping, Customer Proximity, AI Fluency, Outcomes Thinking, Storytelling & Distribution, and End-to-End Ownership. It replaces the old Product Manager job description (write specs, run rituals, push handoffs to engineering) with a Product Builder role that ships working prototypes, writes evals before code, owns the launch narrative, and treats AI agents as teammates. The full standard lives at falkster.com/pm-standard alongside a 41-chapter handbook on how to live it day to day.
What is The PM Handbook?+
The PM Handbook is a 41-chapter operating system for product managers in the AI era, organized around the six Product Builder OS skills: Rapid Prototyping, Customer Proximity, AI Fluency, Outcomes Thinking, Storytelling & Distribution, and End-to-End Ownership. Each chapter is a practice Falk Gottlob is actively running, not a retrospective written years after the fact. Free, no signup. Lives at falkster.com/handbook.
How does AI change the product manager role?+
AI changes PM along five axes: (1) specs are dead, prototypes ship; (2) evals replace requirements docs as the unit of work; (3) every PM should ship code, not just write requirements; (4) agents become teammates, not features to build; (5) cycle time collapses from weeks to days. The PM who writes documents got let go. The Product Builder who ships working surfaces got the offer. Falkster's Product Builder OS documents the six skills that define the new role.
What is a Product Builder?+
A Product Builder is the AI-era successor to the Product Manager. Where a PM wrote specs and ran rituals, a Product Builder ships working prototypes (often with Claude Code or similar), writes evals before code, owns one or more product surfaces end-to-end, can defend cost-per-request to finance, and treats AI agents as teammates with prompts, evals, and ship-readiness gates. Falkster.com defines the role across six skills (Product Builder OS) and a 41-chapter handbook on how to live it.
What are AI agent blueprints?+
AI agent blueprints are productized recipes for AI agents that handle PM work: monitoring product health, summarizing customer signal, drafting weekly digests, triaging the inbox, prepping board decks, etc. Falkster ships 44 free blueprints across seven PM operating-system stages (Sense, Discover, Decide, Build, Ship, Measure, Amplify), each with a prompt, an eval rubric, and a ship-readiness gate. Live at falkster.com/handbook/ai-agent-army.
Is the falkster content free?+
Yes. Every chapter, agent blueprint, and toolkit template on falkster.com is free to read and use, no signup required. There is an optional once-a-month newsletter (The Dispatch) for new chapters and field notes, but nothing is gated. Commercial redistribution of full articles is not permitted without permission.
Can I work with Falk Gottlob directly?+
Selectively. Falk takes on a small, deliberate set of advisory engagements each year while running Falkster.ai full-time. Three formats: Product Org Audit (2 weeks, written report + 90-day plan), Eval & Agent Workshop (3 days on-site, build the harness with the team), and Board & Exec Reviews (quarterly with a written memo). One slot typically opens per quarter. By application at falkster.com/work-with-me.