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Developing a Super App: Strategy, Passion, and Key Insights

A strong technical foundation and a well-structured integration strategy are essential for developing a super app.
Strategic partnerships and collaborations across industries make the platform indispensable for users.
User trust, data privacy, and secure payment infrastructures are crucial for preserving brand reputation.
A passionate team with a shared vision is essential for building a successful super app.

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Medium

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Ruthless Prioritization: An Engineering Manager’s Guide to Driving Impact in a Metrics-Obsessed…

Ruthless prioritization starts with one question: What moves the MAU needle the most, right now?
The framework for ruthless prioritization involves evaluating impact, effort, and risk of projects.
Communicate the reasons behind saying 'no' to projects, using data to support the decision.
Balance ruthless prioritization with health work and taking care of the team to avoid burnout.

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Rube Goldberg and the Art of Complicating the Obvious

Product teams often overlook customer needs and focus on solving business pain points.
They tend to build overly complicated solutions, similar to Rube Goldberg machines.
In doing so, they create more work for themselves and their customers.
To avoid this, product teams should focus on simplicity, efficiency, and serving the customers' needs.

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Medium

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Democratizing Research: Use Guardrails or Risk a Crash

Democratizing research is an approach to increase efficiency and decrease costs.
Without proper management, democratizing research won't deliver the intended benefits and may result in negative consequences.
Some common risks of democratizing research include lack of actionable insights, improper design, and flawed decision-making.
To ensure successful democratization of research, professional training, expert reviews, and proven playbooks can be helpful.

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Medium

293

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Problem Statement Articulation: A Guide for Product Managers

Crafting a well-defined problem statement is crucial for effective product management.
A problem statement concisely describes an issue or gap that needs resolution, providing clarity on what needs to be addressed and why it matters.
A strong problem statement defines the issue, explains its impact, and outlines what success looks like without detailing specific solutions.
Product managers can use well-articulated problem statements to drive alignment, prioritization, and measurable outcomes in product development.

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Medium

252

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The Onboarding Paradox: When Simplifying Too Much Hurts Retention

Simplifying the onboarding process too much can hurt user retention and engagement, creating The Onboarding Paradox.
Real-world data suggests that some level of friction in onboarding is necessary to build user commitment and habit formation.
Different strategies can be employed for various types of apps, such as requiring identity verification, setting up user preferences, or personalizing the experience.
Successful cases include LinkedIn's step-by-step profile completion, Gojek's gradual introduction of features, Netflix's focus on adding shows to watchlists, and Tokopedia's guided checkout flow.

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Medium

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Product Manager Career Path: Startup or Big Tech — Which One Wins?

Tech startups and big tech companies are both seeking talented product managers to guide their vision.
Working as a product manager differs between startups and large tech corporations.
Clarity about interests and career goals is important when considering product management opportunities.
Choosing between startup and large tech company requires thoughtful consideration based on personal criteria.

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Medium

210

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AI UX Anti-Patterns: Common Design Traps to Avoid

AI UX Anti-Patterns: Common Design Traps to Avoid
1. Failing to account for variability and uncertainty in AI outputs.
2. Using traditional error messages for AI failures.
3. Lack of context-aware feedback for user interactions.
4. Prioritizing aesthetics over clarity and usability.

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Medium

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From SaaS to AI: Strategic Notes from SaaSBoomi Annual 2025

Move away from shallow, generalized AI solutions and target specific industry problems.
Automate tasks in sectors with significant salary expenditure using AI.
Build products that are significantly better and aim for quadruple growth metrics.
Adopt hybrid or usage-based pricing to capture the true value AI provides.

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Mossandfog

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Elegant Coffee Table Made From Glass and Sand

Karim+Elias design studio has created a coffee table called Desert Drop.
The table features a glass top resting on three rounded pebbles made from compressed sand.
Inspired by the desert landscape, the design captures the quiet beauty of an oasis.
The table is part of Karim+Elias's focus on nature-inspired design and the use of sand and glass materials.

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Medium

149

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From 92 Million Rows to a Usable Tool: Designing Data Solutions Without a BI Stack

In 2025, the article discusses using Product Thinking, Design Thinking, and Business Intelligence to simplify complex data problems.
The author, not initially involved in the project, bridged the gap between raw data and user needs.
The process involved understanding requests, categorizing asks, and profiling user personas like Validators, Accountants, and Need to Discuss.
Challenges arose in providing solutions that catered to different user needs and avoiding the 'Build Trap'.
A tiered delivery approach was proposed with L1, L2, and L3 views based on user personas.
Efforts were made to optimize performance and user experience through design choices like Balance Sheet views and structured data.
The impact was seen in improved user experience and usability within Excel, even without BI tools.
The focus on design thinking, user empathy, and product strategy led to a valuable and accessible solution.
The article invites sharing experiences of building valuable solutions within unexpected constraints.

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Medium

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ART Networks — The Induced Dilemma

The proliferation of Agile Release Trains (ARTs) within large IT software delivery departments has resulted in a complex and challenging landscape.
The growth of networked ARTs has led to two primary complications: exponential growth of communication complexity and lack of alignment due to conflicting priorities.
The increase in communication pathways as the organization scales makes clear and efficient communication difficult, leading to delays and misunderstandings.
Without a unified vision and strategy, individual ARTs prioritize their local objectives, which can conflict with the overall strategic goals of the organization.

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Medium

368

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How Gen AI Works? AI for Product Managers

Generative AI works by using language modeling to predict the next word in a sequence of words.
Language modeling is a core task in NLP (Natural Language Processing).
The language model predicts the next words along with their probability of occurrence.
Training the language model involves counting the occurrence of certain words together to determine their probability.

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Medium

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Chaos Theory & The Emotional Unrest Around AI

Chaos theory explains how systems transition from order to disorder through turbulence, which is what we are experiencing now.
The sensitive phase we are in allows small changes to have a significant impact on future outcomes, such as upskilling and adopting new norms.
In chaotic systems, individuals react differently to the same input based on their starting point, including emotional, economic, and spiritual factors.
The chaos caused by AI reshapes the definition of intelligence, creativity, and value, leading to identity questions and the need to observe patterns and adapt.

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Medium

161

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Hypergraph Modeling: Unlocking the Potential of Digital India stack for Agricultural Innovation

Digital India initiative focuses on a federated and enabling government approach, with examples like new logistics players leveraging the stack for lower rates.
Hypergraph modeling can be applied to harness Digital India capabilities, especially in sectors like agriculture.
Digital India stack components like Aadhaar, UPI, and Beckn Protocol offer seamless identity verification, real-time payments, and standardized interactions.
The Digital Agriculture Mission aims to integrate farmer identities, land records, and crop data for precision farming and policy efficiency.
Hypergraphs excel in modeling multi-dimensional relationships, interoperability, and decision-making in complex systems like agriculture.
Key challenges in Indian agriculture include climate vulnerability, limited access to credit, market inefficiencies, and inadequate technology adoption.
Hypergraph modeling enables a holistic approach to sustainable agriculture, empowering farmers, ensuring ecological balance, and leveraging data-driven decision-making.
Decision patterns in the agriculture sector can be modeled as hyperedges, prioritizing factors like income stability, scalability, and ecological impact.
By combining India's Digital Public Infrastructure with hypergraph modeling, transformative and equitable agricultural ecosystems can be designed.
Embracing hypergraph modeling can drive innovation and resilience in India's critical agricultural sector.

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