Friday, March 13, 2026

BitNet: Inference framework for 1-bit LLMs

🟠 HackerNews by redm ▲ 364 💬 167

Academic paper on 1-bit LLMs with direct arXiv link provided. Clear research content with verifiable source.

Show HN: Axe – A 12MB binary that replaces your AI framework

🟠 HackerNews by jrswab ▲ 163 💬 100

Functional tool for building Unix-style AI agents with clear design philosophy, specific features (MCP support, persistent memory, path sandboxing), minimal dependencies (12MB), and multiple provider support.

Show HN: OneCLI – Vault for AI Agents in Rust

🟠 HackerNews by guyb3 ▲ 132 💬 41

Open-source tool for agent credential management with clear architecture (Rust, Next.js, PGlite), one-line setup, specific security implementation (AES-256-GCM), and MCP integration.

Show HN: Rudel – Claude Code Session Analytics

🟠 HackerNews by keks0r ▲ 128 💬 72

Analytics tool for Claude Code sessions with real dataset (1,573 sessions, 15M+ tokens), quantified findings on feature usage, abandonment patterns, and error prediction. Open source with verified data.

Show HN: Understudy – Teach a desktop agent by demonstrating a task once

🟠 HackerNews by bayes-song ▲ 96 💬 38

Desktop agent with teach-by-demonstration capability, multi-surface integration (GUI, browser, CLI, messaging), and intent-based skill extraction. Includes demo video and honest layer maturity disclosure.

Document poisoning in RAG systems: How attackers corrupt AI's sources

🟠 HackerNews by aminerj ▲ 91 💬 40

Detailed technical breakdown of RAG system vulnerabilities with reproducible lab setup, quantified defenses, and open methodology. Provides specific implementation details and honest tradeoff discussion.

Launch HN: IonRouter (YC W26) – High-throughput, low-cost inference

🟠 HackerNews by vshah1016 ▲ 59 💬 24

Launch of inference API with detailed technical architecture explanations, hardware-specific optimizations (GH200), quantified performance metrics with honest latency tradeoffs, and pricing structure.