# 🌐 A3M Router — Cross-Platform Posting Kit (May 2026)

All posts focus on the **three pain points** developers actually told us about.

---

## 📺 dev.to

**Title:** Three LLM Infrastructure Problems That Shouldn't Exist in 2026

**Tags:** llm, devops, infrastructure, ai, opensource

**Content:** `articles/FRESH_devto_2026_05.md`

---

## 🐙 Hacker News (Show HN)

**Title:** Show HN: A3M – Fixing three LLM infrastructure problems (10K downloads, 62% savings)

**URL:** https://github.com/Das-rebel/a3m-router

---

## 🔴 Reddit

**r/javascript**
> Three LLM infrastructure problems that shouldn't exist:
> 1. Bills 3x higher than needed (62% savings with smart routing)
> 2. Sequential fallback (we run providers in parallel + score results)
> 3. No real benchmarks (we published third-party latency data)
>
> Built in TypeScript, 19.5 KB, open-source. 10K downloads, zero marketing.
> https://github.com/Das-rebel/a3m-router

**r/typescript**
> A3M Router — 19.5 KB TypeScript LLM router solving three real problems:
> 62% cost savings, parallel ensemble (unique), independent benchmarks.
> https://github.com/Das-rebel/a3m-router

**r/opensource**
> Open-source LLM router (MIT) that solves real pain points instead of imaginary ones.
> 47 providers, 19.5 KB, zero ML. 10K downloads in 14 days.
> https://github.com/Das-rebel/a3m-router

**r/LLMDevs**
> Three LLM infrastructure problems we fixed with an open-source router:
> - Budget overruns (62% savings)
> - Sequential fallback (parallel + scoring instead)
> - Black box benchmarks (published independent latency data)
> https://github.com/Das-rebel/a3m-router

---

## 🐦 Twitter / X

Thread in `articles/twitter-thread-cost-savings.md`

---

## 📧 Newsletters

| Newsletter | Submit URL | Title |
|:-----------|:-----------|:------|
| TLDR | https://tldr.tech/submit | Three LLM Infrastructure Problems That Shouldn't Exist in 2026 |
| Node Weekly | https://nodeweekly.com/submit | A3M Router — 19.5 KB LLM router with parallel ensemble |
| JavaScript Weekly | https://javascriptweekly.com/submit | Three LLM infrastructure problems solved with 19.5 KB of TypeScript |
