Hosting that runs very large open-source language models cheaply for software teams while checking deployments for security risks.
Low-cost hosting & secure deployment for large LLMs (SSD-streamed inference)
Janas demonstrates SSD-streamed inference can run LLMs larger than RAM, potentially slashing serving costs just as open models and large funding (Mistral’s €3B round, $24B valuation) and Meta’s Muse Wonder boost commercial interest. Meanwhile Codex CLI’s persistent background daemon and Hacker News cautions about AI use make secure, transparent deployments more important.
Projected Score
as a side gig ☆☆☆☆☆ (0/5)
no money or audience ★☆☆☆☆ (1/5)
with both ★★★★☆ (4/5)
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The news behind it
- Oct 13, 2026 Hacker News (Algolia): Janas: Run LLMs larger than RAM by streaming experts from SSD
- Oct 13, 2026 Hacker News (Algolia): Codex CLI installs a persistent, self-updating background daemon by default
- Oct 13, 2026 Hacker News (Algolia): DishwasherBench – Can Frontier Models Stack a Dishwasher?
- Oct 13, 2026 CNBC: Meta debuts Muse Wonder AI model in latest test of users' willingness to pay
- Oct 13, 2026 Hacker News (Algolia): AI is a tool and using it well takes skill
- Sep 14, 2026 Hacker News (Algolia): Open-source AI and open models reading list
- Sep 14, 2026 Hacker News (Algolia): Astra and Fable still hack on simple variants of alignment evals from 2025
- Sep 14, 2026 Hacker News (Algolia): Fable 5.1 Solves the Cyphral Distich, a 370-year-old cipher
- Sep 14, 2026 Hacker News (Algolia): CUDA for AMD on Windows
- Sep 8, 2026 Hacker News (Algolia): Mistral raises €3B
- Sep 8, 2026 CNBC: Mistral bags $24 billion valuation as Samsung leads funding for Europe's AI champion
- Aug 23, 2026 Hacker News (Algolia): NanoGPT Speedrun Frontier
