Why I Built AdPilot MCP Instead of Another Apple Ads Dashboard
The product thesis, safety model, and Laravel stack behind an agent-native way to analyze Apple Ads and RevenueCat data.
Read the Build NoteTechnical write-ups, product decisions, distribution experiments, and honest field notes from building iPhone apps, SaaS products, and AI tools.
Long-form notes with enough context, evidence, and technical detail to stay useful after the timeline moves on.
The product thesis, safety model, and Laravel stack behind an agent-native way to analyze Apple Ads and RevenueCat data.
Read the Build NoteThese are the recurring themes behind Build Notes. As the library grows, themes with published articles will become browsable collections.
Engineering
MVP boundaries, implementation tradeoffs, App Store details, bugs, and the unglamorous work around the core feature.
Agent-native products
Tool contracts, permissions, reliable outputs, agent workflows, and what changes when a dashboard is no longer the primary interface.
Distribution
Keyword assumptions, App Store conversion, small-budget acquisition tests, and what happens after the traffic arrives.
Business
Pricing hypotheses, narrow customer definitions, manual validation, operating costs, and criteria for continuing or stopping.
Shipping
What shipped, what was deliberately cut, what users noticed, and what I would do differently on the next release.
In public
Honest progress before the metrics look impressive: results, failed bets, changed minds, and the next measurable experiment.
Published notes appear above. Topic navigation will activate as each collection grows.
The publishing approach
Short observations usually appear on X while an experiment is still running. Build Notes are the durable version: enough context, evidence, code, screenshots, and reflection to be useful after the timeline moves on.
The library will grow with the products. Until each long-form note is ready, follow @kovsmakesapps for the work in progress.
New builds, technical choices, distribution tests, honest numbers, and the next question worth answering.
Follow @kovsmakesapps