What's new at CyanixLabs
Product launches, engineering deep-dives, and updates from Cyanix Intelligence, Devit, and Auralis.
Cyanix Intelligence is officially live
Deep memory that persists across sessions, live Brave Search + DDG fallback, a full voice call mode, Pyodide-powered code sandbox, and the Axion multi-model ensemble — all in one assistant built for the people who build.
Cylink API is officially live
ARI routing intelligence, the Axion multi-model ensemble, show-once API keys, and a live playground — the same engine behind Cyanix, now open for developers to build on.
Devit is officially live
A developer-focused social platform with algorithmic feeds, deep GitHub integration, developer stacks, and real-time community tools.
Devit gets Discord-style communities
Public/private channels, invite links, rich post embeds with OG previews, and a full profile theme editor with nine built-in themes and custom CSS injection.
Auralis migrates fully to Groq
Replaced OpenRouter across all three pipeline stages. Inference is now faster, latency dropped significantly, and the rate-limited edge function is hardened with payload size guards.
Introducing Axion: multi-model ensemble
Fan-out to multiple models in parallel, then synthesise their outputs into a single, higher-quality response. How we built the Axion ensemble on Supabase Edge Functions.
PostgREST FK join refactor
We replaced all hint-syntax FK joins with a batch-fetch + profileMap pattern, eliminating a class of silent query bugs and making relationship loading explicit and fast.
From Tavily to Brave Search + DDG fallback
Why we migrated our web search layer, how the dual-source fallback works, and what improved for users — especially on hard-to-scrape domains like YouTube and Twitter.
OG link previews & static fallbacks
Every post URL now unfurls into a rich preview card. For domains that block scrapers (YouTube, Twitter/X), we serve curated static fallback embeds automatically.
Fixing PWA offline behaviour in Cyanix
Service worker caching strategy, offline fallback UX, and why we had to decouple the manifest from the chat router to get reliable installability on Android Chrome.
RAF-batched streaming for smoother UI
How we used requestAnimationFrame batching and DocumentFragment rendering to eliminate jank during long streaming responses in Cyanix Intelligence.
Rewriting the Auralis code sandbox
The old iframe sandbox had async wrapping issues and brittle Pyodide session state. Here's how we rewrote it for reliability, security, and better mobile UX.