15:I[981,["658","static/chunks/658-a698693f56d0116a.js","183","static/chunks/183-6beeeb801c274aaa.js","474","static/chunks/app/%5Btype%5D/layout-631c4730b83c8223.js"],"Posts"] 16:T48f,I built Bruce because I was drowning in noise while trying to launch my own SaaS.

I had F5Bot set up for keywords, but it was sending me 50+ alerts a day — mostly irrelevant. I'd spend 20 minutes triaging to find 2 threads worth responding to. The problem wasn't lack of monitoring, it was lack of signal.

Bruce is different: instead of matching keywords, it scores every item 0-100 against your product context, ICP, and competitor list. It understands why something is relevant, not just that a keyword appeared.

The part I'm most excited about: it learns. Every time you act on a signal or dismiss one, Bruce adjusts. By week 2, it's surfacing very different (better) things than week 1.

What it monitors: Reddit, Hacker News, RSS feeds, ProductHunt, and anything with an RSS endpoint via RSSHub (YouTube channels, newsletters, etc.)

Stack: Next.js 15, PostgreSQL, Drizzle, Better Auth, my self-built AI runtime, RSSHub. Self-hostable or cloud-hosted.

Live at https://smartbruce.com

Happy to answer questions about the scoring model or architecture.17:T6b8,StarkZap is an open-source TypeScript SDK for adding Bitcoin-backed asset transfers, balances, lending & borrowing and staking to web, mobile, or server apps. The goal is to let developers integrate programmable Bitcoin assets without requiring users to install wallets, manage seed phrases, or hold gas tokens. Under the hood it runs on Starknet and supports WBTC, tBTC, LBTC, SolvBTC, and other Bitcoin-backed ERC20 tokens.

```import { StarkZap, StarkSigner, Amount, fromAddress, getPresets } from "starkzap";

const sdk = new StarkZap({ network: "sepolia" }); const wallet = await sdk.connectWallet({ account: { signer: new StarkSigner("0xYOUR_PRIVATE_

Meta to spend billions on AMD chips