If you follow my Linux and DevOps articles — this one is different. I built something. Let me tell you about it.

Dev.to / 5/19/2026

📰 NewsDeveloper Stack & InfrastructureSignals & Early TrendsTools & Practical UsageIndustry & Market Moves

Key Points

  • The author describes building AIllowpages, a self-hosted “Yellow Pages for AI tools” aimed at offering curated, ad-free AI tool discovery.
  • The system runs on FastAPI, Meilisearch, Redis, Docker Compose, AlmaLinux, and Caddy on a single Hostinger KVM1 server, with everything containerized.
  • It differentiates through a custom, C-compiled relevance/ranking engine that improves result quality beyond basic keyword matching.
  • For AI-powered search, it uses Groq as the primary LLM provider (llama-3.3-70b) with Cerebras as an automatic failover to maintain availability during provider limits.
  • After one month, it reportedly has 2,500+ curated tools across 32 categories and about 982 pages indexed on Google, and the author shares lessons about shipping early and leveraging free tiers.

The Idea

I'm Murali — 20+ years in Linux and Infrastructure, Indian Air Force veteran.

One evening a flash idea hit me: "What if there was a Yellow Pages for AI tools?"
I bought the domain that night.

The Stack

No fancy cloud. No VC money. Just:

  • FastAPI — Python backend
  • Meilisearch — blazing fast search engine
  • Redis — caching and rate limiting
  • Docker Compose — everything containerized
  • AlmaLinux 9.7 — because Linux is home
  • Caddy — reverse proxy

All self-hosted on a single Hostinger KVM1 server.

The Secret Sauce

Two things make AIllowpages different:

1. Proprietary Relevance Engine
Built a custom C-compiled ranking algorithm that goes beyond plain keyword matching. Results are smarter, not just faster.

2. Groq AI + Cerebras Failover
The AI search uses Groq (llama-3.3-70b) as primary with Cerebras as automatic failover. When Groq hits limits, Cerebras kicks in silently. Zero downtime.

The Numbers (1 month in)

  • 2500+ curated AI tools
  • 32 categories
  • 982 pages indexed on Google
  • Zero ads. Zero bias. Free forever.

What I Learned

  1. Ship first, optimize later — launched with 1000 tools, now at 2500
  2. Free tiers are powerful — Groq + Cerebras + Meilisearch free tiers power the whole thing
  3. Linux discipline wins — methodical, sequential, verify before proceeding
  4. AI as co-pilot, not replacement — Claude, DeepSeek, ChatGPT helped but every decision was mine

Try It

👉 https://aillowpages.com

Search "automate linux logs" or "voice cloning" — see the AI explanation in action.

If you're a tool maker — I'd love to list your tool. Drop a comment or DM.