Kumar Harsh Available for freelance work
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Honey

A private, witty, always-on AI assistant and life OS that lives in WhatsApp, running serverless for ₹0 a month.

Honey
Simulate an AI provider outage
Workers AI (Llama 3)
Answering
Groq (LLaMA-3)
Standing by
Gemini 2.5 Flash
Standing by
Reply sent by Workers AI (Llama 3).

Try it: pick an outage and watch the reply move down the cascade.

Medium
WhatsApp assistant
Category
Autonomous AI agent
Cost to run
₹0 a month
Stack
Cloudflare Workers, D1, Gemini 2.5 Flash
Code
github.com/haarsh24/honey

What it is

A private, witty, always-on assistant that lives directly in WhatsApp.

It remembers context and personal facts, sets natural-language reminders, tracks expenses from receipt photos, ghostwrites and schedules LinkedIn posts, understands voice notes in English, Hindi and Hinglish, and replies with synthesized audio.

The constraint

Run all of it for ₹0 a month.

Honey runs serverless on free-tier infrastructure: Cloudflare Workers, a Cloudflare D1 database and a multi-provider AI cascade, so it stays on without a bill.

How it works

  1. 1
    A message arrives

    WhatsApp passes it to the Meta Cloud API, then to a Cloudflare Worker running at the edge.

  2. 2
    The cascade answers

    Workers AI (Llama 3) first, then Groq, then Gemini 2.5 Flash if there is a rate limit or slowdown.

  3. 3
    Memory and routines

    Context lives in a D1 vector database. A minutely cron engine runs the scheduled routines.

Fig. 03
WhatsAppMeta Cloud APICloudflareEdge WorkerAI failover cascadeWorkers AIGroqGemini 2.5D1 vector databasemultilingual embeddingsMinutely cron engine8 AM briefing, 1 PM quiz,8:30 PM habits, market alertsProduction serverless topology₹0 a month in cloud spend

Production serverless topology: free-tier infrastructure end to end.

What Honey does

Voice notes and audio

Speak in English, Hindi or Hinglish. Honey works out the intent and replies with text plus a voice note.

Receipt and PDF OCR

Snap a rupee bill to log a categorized expense. PDFs are digested and their due dates scheduled automatically.

Semantic recall

Search notes, facts and journals by meaning, using vector embeddings instead of exact keywords.

LinkedIn post factory

Turns a quick voice brain-dump into five ghostwritten posts in your style, scheduled for Tuesday, Wednesday and Thursday mornings.

Market alerts and news

Fifteen-minute price monitors for Indian equities (Reliance, Nifty, Sensex) and mutual fund NAVs, plus a morning news digest.

Multi-LLM resilience

Cloudflare Workers AI cascades into Groq, then Gemini 2.5 Flash, if there is a rate limit or a provider slowdown.

A day with Honey

The scheduled routines
8:00 AMMorning briefing
1:00 PMDaily quiz
8:30 PMHabits check-in
Every 15 minMarket alerts

Credits

Concept
Kumar Harsh
Build
Kumar Harsh
Runs on
Cloudflare Workers and D1
Models
Workers AI, Groq, Gemini 2.5 Flash

At a glance

Format
WhatsApp assistant
Languages
English, Hindi and Hinglish
Cost
₹0 a month

Want a WhatsApp agent of your own?

Commission a custom WhatsApp agent
See AI agent development
Read how Honey is built
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