# Digest: 2026-03-31

## Status
phase: complete
html_generated: 2026-03-31
items_count: 22
links_validated: true
permissions_set: true

---

## Final Selection

### Product Hunt (6 items)
1. Jupid — Tax filing with Claude Code (jupid.com, 509 votes)
2. QoreDB — Rust database client, 9 databases (qoredb.com, 100 votes)
3. Google Ads MCP Server — MCP for Google Ads (hireotto.com, 136 votes)
4. AutoClaw by Z.AI — One-click OpenClaw setup (z.ai, 96 votes)
5. Metabase Data Studio — Semantic layer for AI analytics (metabase.com, 140 votes)
6. Perplexity API Platform — Full agent stack (docs.perplexity.ai, 195 votes)

### AI-LLMs (8 items)
1. FEATURED: Claude Code source code leaked via npm sourcemap (~512K lines TS)
2. OpenAI closes $122B funding at $852B valuation
3. Claude Mythos benchmarks leaked (follow-up)
4. PrismML Bonsai 8B — First 1-bit LLM (1.15GB, 440 tok/s on 4090)
5. CoPaw-9B — Alibaba agentic finetune of Qwen3.5 9B
6. Liquid AI LFM2.5-350M — Agentic loops at 350M params
7. Quantum computers need just 10K qubits to break encryption
8. Newsom signs AI safety executive order

### GenAI-Media (3 items)
1. Real-time Deforum achieved internally
2. DreamLite — 0.39B on-device diffusion model
3. vram-pager — Run full-precision models on 16GB GPUs in ComfyUI

### Apps-Software (5 items)
1. FEATURED: Jellyfin 10.11.7 critical security fix
2. Octelium v0.29 — Self-hosted Tailscale/Cloudflare Tunnel alternative
3. 500K OpenClaw instances exposed on public internet
4. axios-macos-scan — npm supply chain compromise scanner
5. TranscribeX v5.5 — Qwen ASR V3 for macOS

---

telegram_sent: true
completion_signaled: true
