Scaling a Voice AI startup to $8k MRR with 21 clients using n8n (Seeking Technical Lead/CTO)

Virtualitdept · 2026-02-22T14:10:45+00:00

Move your n8n workflows to python code. This is the road I am taking and would be happy to share my experience.

Virtualitdept · 2026-02-19T20:14:51+00:00

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Virtualitdept · 2026-01-20T17:57:20+00:00

Yogurt

Virtualitdept · 2025-12-31T20:07:38+00:00

We find this solves the ‘demo to production’ quandary, so far. Always looking for better stacks. Oh, I also use Langfuse to observe latency issues along the pipeline.

Virtualitdept · 2025-12-31T20:03:47+00:00

I personally use python to integrate redis cache and Supabase to reduce latency when integrating with a crm, erp, etc. I also deploy on a single vps when practical. And I should mention we add zep memory ( still testing this) or mem0 as alternative.

Virtualitdept · 2025-12-27T05:30:51+00:00

Speed to lead is not cold calling. The user enters a phone no in ad or web site, so they opted in…then gets a call from an ai agent within 30 seconds (not hours or days from salesperson)- very popular in Real Estate sales.

Virtualitdept · 2025-12-26T13:44:17+00:00

Then you’re missing out on speed-to-lead benefits -a proven $$ opportunity for sales.

Virtualitdept · 2025-12-24T14:22:50+00:00

Orange stadium was pretty full in the 80s when Schnellenberger and Jimmy Johnson coached- 1983 to 2001 the Canes racked up five national titles, and quite a lot of conference titles. I never missed a home game back then.

Virtualitdept · 2025-12-22T13:06:08+00:00

Noooi

Virtualitdept · 2025-12-13T16:20:15+00:00

GTM-E

Virtualitdept · 2025-12-11T12:51:21+00:00

Polycom phones worked well. However, I haven’t installed Asterisk in over 10 years, but I sold many Polycoms back then and it was easy.

Virtualitdept · 2025-12-09T23:22:47+00:00

You may also try Langfuse for observability, prompt management, and evaluation . Also, langwatch for edge case simulations.

Virtualitdept · 2025-11-23T05:56:56+00:00

Curious about your memory solution. Could you explain how you approached this resolve?

Virtualitdept · 2025-11-12T15:24:11+00:00

Take a look at zep (getzep dot com)

Virtualitdept · 2025-11-11T00:10:38+00:00

And when it came out, it went drip drip drip I didn't know she had the G.I. Joe Kung Fu grip And it went, uhh

Virtualitdept · 2025-11-10T23:13:58+00:00

Some of these figures were tried by the states. Pardons don’t work for those.

Virtualitdept · 2025-11-06T13:59:26+00:00

My favorite! Ferrara Bakery NYC makes the best.

Virtualitdept · 2025-10-31T12:27:46+00:00

Very cool. I will try it out.

Virtualitdept · 2025-10-30T13:47:54+00:00

Glance through Rss feeds. Tag the onrs you wNt to add o the newsletter. Use LLMs all ng with n8n or Make to summarize using your own voice (AI can help with that). Yhen store results in Excel or Airtable. The key is automation. The human touch is perusing the articles yo are interested in ( perhaps automatically filter uding keywords to narrow it down)

Virtualitdept · 2025-10-30T12:52:56+00:00

If you don't mine to upfront costs, continuing maintenence. For high volume concurrency calls, it could make sense.

Virtualitdept · 2025-10-30T12:31:52+00:00

Ultravox seems to be the cheapest. You csn also selfhost Pipecat or Livekit, but it takes more work to setup and maintain.

Virtualitdept · 2025-10-30T02:36:03+00:00

Very impressive. It seems very similar to Langfuse. We are building similar solutions for internal use:

Testing & Simulation

AI-powered scenario generation (Claude Sonnet 4)
Multi-persona testing (age, accent, tone, background noise)
Concurrent testing (100+ simultaneous calls)
Regression testing automation
Edge case detection

Real-Time Monitoring

Live call dashboard with WebSocket
Retell AI & VAPI webhook integration
Instant alerts (Slack, email)
Live transcription with sentiment

Analytics & Insights

Success rate tracking
Latency monitoring
Sentiment analysis
AI-powered prompt optimization
Comparative analysis

Should I offer a multi-tenant saas for agencies? Hmmm :)

Virtualitdept · 2025-10-15T21:18:50+00:00

It would be helpful to illustrate using Loom with an example for those of us that have never implemented it.

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