Notes from the build
Blog
Writing on planning as execution, idea-to-spec workflows, and building Bridge in public.
Latest Post
The Problem with Developer Note Taking: Where Ideas Die
Most mobile app ideas die in a digital scratchpad. While developer note taking is great for capturing initial thoughts, it rarely bridges the gap to actual execution. Discover why your notes app is a graveyard for good concepts, and how to transition from unstructured text to concrete user stories, schemas, and UX flows.
Agentic Note Expansion: From Raw Ideas to App Specs
Discover how Bridge uses agentic note expansion to transform your raw, fragmented mobile app ideas into structured user stories, data schemas, and screen-by-screen UX flows automatically.
System Design Prompting for Building Better Mobile Apps
Learn how to use system design prompting to translate vague mobile app ideas into concrete technical specifications, including data schemas, user stories, and screen-by-screen UX flows.
A developer workflow case study: Spec'ing with Bridge
See how Bridge helps solo developers and small product teams map out mobile applications. In this walkthrough, we take a raw mobile product concept and generate a structured development plan complete with core pillars, detailed user stories, a relational data schema, and screen-by-screen UX flows.
Large Context Window Prompting: 2M Token Guide
As LLM context windows expand to 2 million tokens, traditional prompting techniques fail. This guide walks through structuring massive inputs—including complete mobile app specifications, data schemas, and UX flows—to maintain high retrieval accuracy and avoid model hallucination.
AI development planning tools: Separating Fact from Fiction
Explore how AI development planning tools are evolving beyond marketing hype. This post delves into practical applications for indie founders and small teams, showing how AI can transform a nascent mobile app idea into a structured, executable plan, complete with user stories, data schemas, and UX flows. Discover real-world strategies for effective product planning.
Beyond Code: A Guide to AI project scoping for developers
Discover how AI transforms mobile product planning. Bridge helps indie founders and small teams move from a raw idea to a detailed, executable plan, including pillars, user stories, data schema, and screen-by-screen UX flows. Learn to define your mobile app's core structure and features with precision, ensuring a solid foundation for development. Planning is execution.
AI Task Decomposition for Developers: A Systems Guide
A systems guide for developers on AI task decomposition. Learn to transform complex projects into structured plans, map dependencies to reduce integration risk, and integrate these systems into your workflow. This approach front-loads architectural thinking.
From Idea to Architecture: A Four-Step Path to a Database Schema
A four-step, AI-assisted workflow to bridge the gap from idea to architecture, translating a raw mobile app concept into a robust database schema. The process emphasizes human validation over AI generation.
The Prompt-to-App Trap: A Mobile App Planning Framework
The prompt-to-app trap seduces developers with the speed of generative AI, but building without a plan leads to chaos. This article explores why a solid mobile app planning framework is more critical than ever to avoid creating a fragile, incoherent system.
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