Product & AI Blog
Notes on building AI products, making trade-offs, and deciding what comes next.
60 articles
SVOD, AVOD, TVOD and Hybrid: Choosing an OTT Monetization Model
Compare OTT monetization models (subscription, ad-supported, transactional and hybrid) by content, audience, platform and what each one means for the product.
4 min read · Growth & Monetization
Which Workflows Should You Automate With an LLM First?
How to pick the first business workflows to automate with an LLM: volume, tolerance for error, how output gets checked and where the real bottleneck sits.
4 min read · AI & LLMs
Release Go/No-Go Checklist: What I Check Before Shipping
A release readiness checklist for product teams covering open bugs, rollback, monitoring, support readiness and who makes the final go/no-go call.
4 min read · Execution & Delivery
Building a B2B Customer Feedback Loop That Doesn't Become a Wishlist
How to collect, tag and act on enterprise customer feedback without letting the loudest account set the roadmap, and how to close the loop with clients.
4 min read · Discovery & Research
Prompt Versioning: Treating Prompt Changes Like Product Releases
Why prompt edits need versioning, testing and rollback like code: who can change prompts, how to test them against an evaluation set and how to roll out safely.
4 min read · AI & LLMs, Execution & Delivery
The Eisenhower Matrix for Product Managers: Urgent Isn't the Same as Important
Use the urgent vs important matrix on a product manager's week: real examples of what to do now, schedule, delegate or drop, and where the matrix breaks.
4 min read · Prioritization
Releasing Across Web, iOS, Android and Smart TV Without Losing Track
How to manage releases across web, iOS, Android and Smart TV: different review cycles, feature parity decisions, server-side flags and version support.
4 min read · Execution & Delivery
How to Price an AI Feature in a B2B Product
Pricing options for B2B AI features: bundled, add-on, usage-based and credits, how each handles heavy users, and what enterprise buyers push back on.
4 min read · AI & LLMs, Growth & Monetization
Payment Gateway Integration: The Product Decisions Behind a Working Checkout
Product decisions in a payment gateway integration: choosing methods per market, handling failures and retries, duplicate charges, refunds and reconciliation.
4 min read · Execution & Delivery
Sprint Planning for Product Managers: What to Bring and What to Let Go
What a product manager should prepare before sprint planning, how to set a sprint goal, handle capacity honestly and avoid overcommitting the team.
4 min read · Execution & Delivery, Career & Teams
Human-in-the-Loop AI: Designing a Review Step People Will Actually Use
How to design human review for AI-generated content: where to put the checkpoint, what reviewers check, how to avoid rubber-stamping and when to remove it.
4 min read · AI & LLMs
OKRs for Product Teams: Examples, and the Mistakes I Keep Seeing
Product team OKR examples with outcome-based key results, plus common mistakes like output KRs, too many objectives and grading that rewards sandbagging.
4 min read · Strategy & Roadmaps, Career & Teams