The Prodinja Blog
Page 10 of 50 — deep-dive frameworks, honest analysis, and actionable playbooks for product managers.
The 70-20-10 Trap: Allocating a Product Portfolio Across Horizons
Core, adjacent, transformational - here's how to allocate your product portfolio without starving the future or the quarter.
How to Measure Whether Your Data Products Are Actually Used
Query counts lie—learn to measure real adoption, decision impact, and satisfaction for the internal data products you own.
App-Store Review Is a Dependency, Not a Formality: Planning Releases Around the Gatekeeper
Treat review as a critical-path dependency with its own risk register, and stop letting rejections detonate your launch date.
Breaking It on Purpose: How PMs Make the Case for Chaos Engineering
Injecting failure sounds reckless to leadership - here's how a PM frames chaos engineering as cheap insurance.
Fighting Vision Decay: The Operating Cadence That Keeps Strategy Alive All Year
Strategy dies quietly between the offsite and the next one; a deliberate cadence keeps it steering decisions every single week.
Why Tying OKRs to Comp Quietly Kills Ambition (and What to Do Instead)
The moment OKR scores drive bonuses, people set targets they can beat. Here's the case for decoupling goals from pay, and how to do it.
Win/Loss Analysis: Mining Sales Data for Product Insights
Your sales team knows why deals are lost. That data should be flowing into product decisions.
Coding Switch Interviews: Turning Transcripts Into the Four Forces
A transcript is raw ore; learn to tag push, pull, anxiety, and habit until a switch pattern emerges across interviews.
Escalation: The Systems Trap Behind Feature-Parity Wars With Your Competitor
Two products racing to out-feature each other are trapped in a loop where everybody spends more and nobody wins.
Building the Golden Eval Set That Guards Your Model's Quality
How to construct a small, high-signal eval set that catches regressions before your users do.
Interaction Design 101 for PMs: States, Feedback, and What Happens on Click
The states, transitions, and feedback every interactive element needs, and why PMs who spec them save designers and engineers days.
Run an Onboarding Friction Audit: Find the Steps Quietly Killing Activation
A repeatable audit for finding the fields, steps, and dead-ends where new users silently give up.
Onboarding as a Growth Lever: Compressing Time to First Value
Every onboarding step is a chance to lose a user - how growth PMs cut time-to-value without stripping out real setup.
RTO, RPO, and the Cost of Never Losing Data: Productizing Disaster Recovery
Every recovery objective has a price tag - here's how PMs set RTO/RPO targets the business can actually afford.
Dynamic Pricing Fails on Alignment, Not Algorithms
The hard part of price changes isn't the model; it's getting finance, merchandising, and legal to agree before launch.
Meeting Hygiene for PMs: Turn Every Meeting Into Decisions and Owners, Not Notes
Nobody re-reads your meeting notes — capture the three things that matter: what was decided, who owns what, and what's still open.
Product-Led Sales for Enterprise: Bottom-Up Meets Top-Down
Individual users love your product. Now you need to sell to their CTO. Different conversation.
AI Search Product Management: From Keyword Matching to Semantic Understanding
Search is being reinvented by AI. If your product has a search bar, this affects you.
Event Data vs State Data: The Modeling Choice That Decides Your Analytics
Store the current value or record every change? This one fork decides which product questions you can ever answer.
ETags and Conditional Requests: The Caching Contract That Cuts Load and Prevents Lost Updates
ETags do double duty—cheap caching plus optimistic-concurrency protection against two clients clobbering each other's writes.
Token Economics: FinOps and Cost Attribution for LLM Features
You can't improve margins you can't see—here's how to attribute token spend to features, tenants, and users before finance panics.
The Real Economics of Fine-Tuning: When It Pays and When It Bleeds
A unit-economics model for fine-tuning that accounts for the ongoing costs everyone forgets until the bill arrives.
Announcing the Pivot: Leading a Product Org Through a Strategy Reversal
A pivot can rally an org or shatter it - here's how to reverse strategy without torching the team's trust in you.
Winning the C-Suite Argument: Making Product's Case to Finance and Sales
Learn to argue product strategy in the language of margin and pipeline—without surrendering the roadmap.