As we wrap up 2025, the "old school" App Store Optimization (ASO) playbook—stuffing keywords into titles and hoping for the best—is officially dead.Recent analysis of the stores’ r

Software Engineer focused on data-driven insights for the mobile app ecosystem.

How ASO Evolved in 2025: Why Keywords Are No Longer Enough

In modern software engineering practice, independent developers and nimble SaaS product teams are facing a brutal reality in 2026: while we have access to the most intelligent and 

From "Hardcoded API Silos" to "Unified Task Orchestration": Breaking the 2026 AI Velocity Bottleneck

For indie hackers and micro-SaaS engineering teams scaling fast in 2026, building product features based on gut feelings or loudest-user complaints is a recipe for stagnation. When

Stop Letting Feedback Noise Dictate Your Product Roadmap: Shifting to Autonomous Feedback Loops

Every seasoned marketer and growth product manager running acquisition loops in 2026 shares an uncomfortable operational truth: your conversion and click-through rate boundaries ar

Building a Scalable Asset Factory for Growth Marketing: The Paradox of Loudest-User Prioritization vs Multi-Model Testing

If you are a solo developer or running a tiny dev squad building in public, you know exactly how fast your focus splits. You are trying to push micro-upgrades to your application c

How we built a self-hosted, open-source feedback loop to stop aggressive customer noise from ruining our codebase roadmap

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