How to launch an AI automation agency offering voice AI agents for local businesses

You'll build a repeatable service that lets plumbers, dentists, and other service-business owners answer calls with a natural-sounding, AI-driven voice that schedules appointments, qualifies leads, and captures payments. The result is a hands-free phone front-desk that you can sell as a monthly subscription and use to acquire new clients for your agency. What you'll get: a working n8n workflow…

dev.to ·2h ago

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how to build voice ai for inbound calls

You can have a Vapi agent answer every inbound call, ask qualifying questions, and hand the prospect off to Calendly to lock in a meeting - all without writing a single line of custom telephony code.

Use Twilio phone number and Vapi agent to create voice AI without custom telephony code
Vapi agent captures caller's name, company, and challenge description in conversation
n8n workflow enriches lead data and creates Calendly events for scheduled meetings

2h ago ·dev.to

The best free AI models 2026 for an automation-first business

The best free AI models 2026 are the ones that give you production-grade quality without a bill at the end of the month. In practice that means using Groq's ultra-low-latency mix, Google Gemini's 1…

Groq's Mixtral-8x7B-instruct offers low-latency text generation for free AI models in 2026.
Google Gemini 1.5 Flash provides 1M input/output token free quota for businesses.
Meta's self-hostable LLaMA 2 13B model and DeepSeek's open-source v2.5 offer 150k free tokens.

2h ago ·dev.to

ai agents vs automations: When to build an autonomous agent and when a simple workflow suffices

What's the difference? An AI agent is a loop-driven system that can decide which tool to call next, keep state across interactions, and adapt its behaviour.

AI agents make decisions on tool usage, maintain state, adjust behavior.
Automations follow predetermined steps, execute same actions consistently.
AI agents needed for conditional tool usage, memory retention, dynamic goals.

2h ago ·dev.to

Sources: Anthropic's bankers said the company could raise $100B+ in its IPO, which could value it at $2T, in recent discussions with potential investors (New York Times)

The offering could value the five-year-old A.I. start-up at $2 trillion, its bankers have told potential investors, which would exceed Elon Musk's SpaceX.

2h ago ·nytimes.com

How to Review AI-Generated SQL Before You Trust the Number

An AI assistant will write you a query in ten seconds, the query will run, and the number that comes back will look completely reasonable.

Count rows before trusting sum to detect fan-out causing double-counting
Look for NULL values in filter conditions to avoid improper exclusion
Place filters in WHERE clause before HAVING clause for accurate calculations

2h ago ·dev.to

Leveling up OpenCode... and not in the way you would expect.

So I've been using OpenCode for a while now, and it's pretty cool. It's clean, minimal, effective, and not hacking other companies with rogue AI bots 😅.

OpenCode has limitations handling multiple prompts or agents simultaneously.
OpenFlow is an open-source project addressing these concerns.
Users can create cards for agents with specified roles and connect them to other agents or chains.

2h ago ·dev.to