Product decisions behind an Android app and companion site for Telugu and Tamil Bigg Boss fans: scoping to a premiere, one push a week, ad choices, and what I left out.
Topic
Ai Product Management
Projects
Scoping, sequencing and gating a single-model car-price site from a 197-page topical map to a 199-URL launch in about 12 days, and what I chose not to build.
Writing
- Let the field overrule the roadmapWhen observed user behaviour should change what you build, and how to make field research cheap enough to run every cycle, from Lokal to a newsroom.
- Killing a content cluster on evidenceA question-page cluster built on a sound theory, then deindexed by Google. When to stop a reasonable bet, what counts as a verdict, and what to keep.
- Running a one-person product portfolioHow I split one person's evenings across several live products: what gets built, what gets automated, what gets killed, and the metric that decides.
- Shipping native apps as a PM, with AI writing the codeWhen a PM should build the product themselves, and what changes about scope, quality and ownership once AI writes the code and the release is yours.
- LLM Evals for Product Managers: A Field GuideA practical guide to LLM evaluation for PMs — decision-first design, golden sets, judge calibration, hybrid scoring, and regression protection.