Porch

The AI coding gold rush has a dirty little secret: most developers couldn't tell you what their AI assistant actually costs per project. Enter Porch, a fresh Product Hunt launch that's tackling the least glamorous—but arguably most important—problem in the modern dev stack: cost visibility. As detailed on its Product Hunt page, Porch offers local project summaries and cost tracking for AI coding, which sounds simple until you realize how many teams are flying blind on token spend right now. Here's why I'm bullish: Porch is local-first. In an era where every dev tool wants to hoover your data into the cloud, keeping cost tracking on-device is a quiet flex. It means your codebase, your prompts, your usage patterns—they stay yours. For startups operating in regulated industries or just paranoid about IP leakage, that's a feature that sells itself. And let's be real: the AI coding boom has created a shadow IT problem. Developers are burning tokens on Claude, Copilot, and Cursor without finance having a clue. Porch is the accountability layer that bridges that gap. This fits a broader pattern we're tracking at Startup Signal: every platform shift spawns an observability layer. Cloud computing got CloudHealth and Datadog. Now AI coding is getting its own crop of cost-tracking and analytics tools. The winners here won't just measure spend—they'll help founders answer the question that actually matters: are we getting a return on our AI investment? That's the kind of insight that separates startups that use AI as a genuine multiplier from those just burning runway on vibes. Porch is early, and the Product Hunt page is light on specifics—but the timing is impeccable. As AI coding moves from novelty to daily driver, the teams that master their token economics will have a real edge. Check out the listing at https://www.producthunt.com/products/porch-6 and watch this space. The next wave of dev tools isn't about generating more code—it's about understanding what that code actually costs.