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After 2 years automating internal processes across my own companies (food export, debt collection, content publishing), I reached one conclusion:
Most businesses don't need more software.
They need their current software to talk to each other.
Manual operations costing 20 hours/week can be solved with a well-designed workflow in 2 days.
That's why this year I'm opening Datafroge to external clients.
Two services available starting today:
🔹 Automation Audit + Roadmap (90 min)
We review your processes, identify what to automate first, and deliver an actionable plan.
USD $500 — credited toward any build you hire after.
🔹 Custom AI Agent Build (n8n + LLM)
Design and deploy a production-ready AI agent. No demos. No PoCs. Something your team uses on Monday.
USD $1,500 — delivered in 2 weeks.
Stack: n8n · OpenAI · Anthropic · Gemini · Google Workspace · Airtable · Twilio · WhatsApp Business · 400+ APIs.
If you've been thinking "we should automate this" for months... that's the sign the moment has already passed.
Links to services in comments 👇
#AIAutomation #n8n #BusinessAutomation #AIAgents #Datafroge
Direct links:
🎯 Automation Audit (USD $500):
https://contra.com/s/cFbWWmY2-automation-audit-roadmap-90-min-strategy-call
🤖 Custom AI Agent Build (USD $1,500):
https://contra.com/s/oYNMUrRZ-custom-ai-agent-build-n8n-llm-production-ready
📅 Book a free intro call:
https://calendar.app.google/vXn2BYpSqunJdNdi9
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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I'll be honest — my last three posts flopped.
Took me a minute to see why. I'd been writing hot takes when I should've been writing what actually helps.
Here's a small automation I shipped last week that none of my "big" posts will beat for value:
A client kept losing meeting notes. Calls in Google Meet, transcripts in their inbox, action items nowhere. Standard SMB chaos.
The fix:
Google Meet transcript → n8n webhook → GPT extracts action items + owner → posts to their Slack channel + appends to a Notion database.
Now every meeting ends with a clean action list, automatically assigned. They stopped using the word "follow-up" in calls.
Not glamorous. Not contrarian. Just useful.
What's the smallest automation that made the biggest difference in YOUR work? Drop it below — I'm collecting ideas for clients. 👇
#n8n #Automation #Productivity
A Telegram bot built as a parallel layer to a productivity system, designed to intercept moments of negative impulse and convert them into structured reflection conversations.
How it works:
Every user message triggers an AI intervention conversation grounded in the user's Chief Definite AIM, recent insights, current goal pacing, and reflection history
Voice messages auto-transcribed via OpenAI Whisper, treated as text turns in the conversation
/done command ends the session, prompts trigger word + outcome (avoided / indulged / unclear), persists everything to SQLite for downstream daily summary integration
/restart wipes session state for fresh context
System prompt is brother-tone, AIM-grounded, 80–200 words per response, deliberately not therapy-speak
Runs in the same Node process as a separate productivity bot — two bots, two tokens, one codebase.
Tech: Node.js, Telegram Bot API, Claude API, OpenAI Whisper, SQLite.
The idea of intercepting negative impulse moments in real time is genuinely clever. most productivity tools wait for you to come to them — this flips it. voice transcription via Whisper is a smart touch too, removes friction completely. how's the response latency holding up in practice?
Are mockup sites slowly becoming irrelevant?
With AI, you can generate or adapt almost any mockup in seconds. Feels like the whole workflow is shifting.
Do you still use mockup sites, or have you fully switched to AI?
I love using mockups sites that have specific collections that are part of the same photoshoot. They save me a lot of time, as visual mockups are still not perfect yet and we have to spend the time to make sure they are.
Sites like Bendito Mockup, Mockups Asia, Wanna This One, Akoya Mockups, Mockup Maison, Format Mockups etc
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