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Show HN: VAAK (Voice-Activated Autonomous-Knowledge-System)
Most "Voice AI" demos today are just API wrappers around cloud LLMs. They are impressive, but they fail in production for three reasons: Latency, Compliance, and Lack of Control.I built VAAK (Voice-Activated Autonomous-Knowledge-System) to solve exactly this.It’s not just a "local chatbot." It is a domain-agnostic, production-grade Conversational Operating System built entirely in Rust.Here is why Senior Architects and Product Leaders should pay attention:1. The "Determi
Show HN: ContextGraph Cloud – Governance infrastructure for AI agents
We built this because enterprise customers kept asking: "How do we prove our AI agents are compliant?"The problem:
• AI agents make autonomous decisions (trading, medical, customer service)
• No standard audit trail format
• Policy enforcement is ad-hoc (if it exists)
• Compliance teams can't verify anything
• When something goes wrong, you can't trace what happenedWhat we built:
• Decision trace logging with full provenance chains
• Policy-as-code enforcement (evaluated BEFO
Show HN: SnackBase – Open-source, GxP-compliant back end for Python teams
Hi HN, I’m the creator of SnackBase.I built this because I work in Healthcare and Life Sciences domain and was tired of spending months building the same "compliant" infrastructure (Audit Logs, Row-Level Security, PII Masking, Auth) before writing any actual product code.The Problem: Existing BaaS tools (Supabase, Appwrite) are amazing, but they are hard to validate for GxP (FDA regulations) and often force you into a JS/Go ecosystem. I wanted something native to the Python tools
Show HN: Timberlogs – Drop-in structured logging for TypeScript
Hi HN! I built Timberlogs because I was tired of console.log in production and existing logging solutions requiring too much setup.Timberlogs is a drop-in structured logging library for TypeScript: npm install timberlogs-client
import { createTimberlogs } from "timberlogs-client";
const timber = createTimberlogs({
source: "my-app",
environment: "production",
apiKey: process.env.TIMBER_API_KEY,
});
timber.info("Use
Show HN: Meter – web scraper that syncs changes & bypasses antibot
I recently found that tools like firecrawl aren’t economical to run at scale to extract structured content or track content changes.<p>I needed to extract data at scale, and LLM markdown wasn’t useful and destroyed my RAG retrieval metrics.<p>With this, I build meter for structured data extraction and change detection to keep scraped data in sync.<p>Free beta - live demo on the site without logging in
Show HN: FitBee – A simpler and more focused alternative to MyFitnessPal
I was overweight in college and started my weight loss journey using MyFitnessPal. Tracking calories not only helped me lose weight but also taught me a lot about nutrition and helped establish healthy eating habits that continue to benefit me. However, I’ve always been frustrated by the existing nutrition tracking apps. They are slow and bloated, lack accurate nutrition data, or don’t respect user privacy. I wanted to build something that I’d love using myself.
A few things that make FitBee sta
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