Articles

Writing for teams that build and ship.

Name: Frostbyte
Author: Frostbyte

Release planning, developer workflows, and the decisions behind building software products.

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All ai-coding backlogs developer-tools feature-creep mvp product-strategy release-planning roadmaps saas small-teams solo-dev user-feedback validation workflow

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ai-coding developer-tools workflow

How to use AI assistants to manage project work with MCP

What MCP is, how AI assistants can interact with your project data, and where conversational project management is genuinely useful versus gimmicky.

June 23, 2026

developer-tools workflow product-strategy

How to organise product work by area, not just priority

Priority tells you what to do first. Areas tell you what part of the product it belongs to. Both matter — and combining them reduces a lot of confusion.

May 26, 2026

developer-tools product-strategy workflow

GitHub isn't a product plan

Commits, PRs, and issues are not enough to manage product direction. Code activity still needs a planning layer above it.

April 14, 2026

ai-coding feature-creep developer-tools

How AI coding tools can make scope creep worse

AI lowers the cost of building, but also lowers the friction for adding unnecessary features. Planning matters more, not less.

March 10, 2026

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