Andreas
@andnig.bsky.social
Writing about Data & AI applications
We built an AI that:
→ Connects to your inbox and loads invoices, orders, etc.
→ Auto-extracts data from text + attachments
→ Shows everything for human review
→ Exports, after approval, to your CRM, etc.
This saves us so much time.
Built with @vercel.com AI SDK.
→ Connects to your inbox and loads invoices, orders, etc.
→ Auto-extracts data from text + attachments
→ Shows everything for human review
→ Exports, after approval, to your CRM, etc.
This saves us so much time.
Built with @vercel.com AI SDK.
July 30, 2025 at 7:25 PM
We built an AI that:
→ Connects to your inbox and loads invoices, orders, etc.
→ Auto-extracts data from text + attachments
→ Shows everything for human review
→ Exports, after approval, to your CRM, etc.
This saves us so much time.
Built with @vercel.com AI SDK.
→ Connects to your inbox and loads invoices, orders, etc.
→ Auto-extracts data from text + attachments
→ Shows everything for human review
→ Exports, after approval, to your CRM, etc.
This saves us so much time.
Built with @vercel.com AI SDK.
There is not a single invoicing app for freelancers out there, offering these things:
- no subscription, just pay per invoice
- beautiful, professional invoices
- just let me time-track and invoice. No bloat
So I built my own. I don't know, is this for someone else too?
Using @shadcn.com
- no subscription, just pay per invoice
- beautiful, professional invoices
- just let me time-track and invoice. No bloat
So I built my own. I don't know, is this for someone else too?
Using @shadcn.com
July 16, 2025 at 6:26 PM
There is not a single invoicing app for freelancers out there, offering these things:
- no subscription, just pay per invoice
- beautiful, professional invoices
- just let me time-track and invoice. No bloat
So I built my own. I don't know, is this for someone else too?
Using @shadcn.com
- no subscription, just pay per invoice
- beautiful, professional invoices
- just let me time-track and invoice. No bloat
So I built my own. I don't know, is this for someone else too?
Using @shadcn.com
Just crazy.
Anyone saying you can vibe-code yourself to a working SaaS is just lying.
Just created this monster. I did not ask for this and used the Opus 4!
AI is an awesome tool, but you are making a fool of yourself if you think you can autonomously AI-code a complete app.
Anyone saying you can vibe-code yourself to a working SaaS is just lying.
Just created this monster. I did not ask for this and used the Opus 4!
AI is an awesome tool, but you are making a fool of yourself if you think you can autonomously AI-code a complete app.
June 24, 2025 at 11:26 AM
Just crazy.
Anyone saying you can vibe-code yourself to a working SaaS is just lying.
Just created this monster. I did not ask for this and used the Opus 4!
AI is an awesome tool, but you are making a fool of yourself if you think you can autonomously AI-code a complete app.
Anyone saying you can vibe-code yourself to a working SaaS is just lying.
Just created this monster. I did not ask for this and used the Opus 4!
AI is an awesome tool, but you are making a fool of yourself if you think you can autonomously AI-code a complete app.
I can't comprehend how the US - undisputed world leader in almost any area - simply threw all that away in less than 100 days, making it necessary for companies to basically distance themselves from the US. 200 years of hard work, thrown away in 100 days.
blogs.microsoft.com/on-the-issue...
blogs.microsoft.com/on-the-issue...
Microsoft announces new European digital commitments - Microsoft On the Issues
As a multinational company, Microsoft believes in trans-Atlantic ties that promote mutual economic growth and prosperity.
blogs.microsoft.com
May 1, 2025 at 11:02 AM
I can't comprehend how the US - undisputed world leader in almost any area - simply threw all that away in less than 100 days, making it necessary for companies to basically distance themselves from the US. 200 years of hard work, thrown away in 100 days.
blogs.microsoft.com/on-the-issue...
blogs.microsoft.com/on-the-issue...
🚀 Excited to share my latest blog on building AI agents with smolagents - a refreshingly minimal library for ai agents, created by @hf.co
www.pondhouse-data.com/blog/smolage...
www.pondhouse-data.com/blog/smolage...
Building Powerful AI Agents with smolagents: A Minimalist Approach
Discover how smolagents provides a lightweight, flexible framework for building AI agents without the complexity of larger solutions. Learn how to create powerful agents with minimal code and maximum ...
www.pondhouse-data.com
March 17, 2025 at 5:33 PM
🚀 Excited to share my latest blog on building AI agents with smolagents - a refreshingly minimal library for ai agents, created by @hf.co
www.pondhouse-data.com/blog/smolage...
www.pondhouse-data.com/blog/smolage...
I failed as a SaaS founder, so I created a boilerplate for self-hosting applications on a VPS
vps.pondhouse-data.com
vps.pondhouse-data.com
VPS Ready Next.js - The Minimal Self-Hosting Boilerplate
Production-ready Next.js boilerplate for cost-efficient VPS self-hosting
vps.pondhouse-data.com
January 6, 2025 at 4:05 PM
I failed as a SaaS founder, so I created a boilerplate for self-hosting applications on a VPS
vps.pondhouse-data.com
vps.pondhouse-data.com
In this step-by-step tutorial, we break down:
- Setting up Azure AI Search for RAG
- Implementing efficient data indexing and retrieval
- Integrating with Azure OpenAI for enhanced responses
- Best practices for schema design and system optimization
www.pondhouse-data.com/blog/rag-wit...
- Setting up Azure AI Search for RAG
- Implementing efficient data indexing and retrieval
- Integrating with Azure OpenAI for enhanced responses
- Best practices for schema design and system optimization
www.pondhouse-data.com/blog/rag-wit...
Step-by-Step Guide: Building a RAG System using Azure AI Search
Build a RAG system with Azure AI Search: This step-by-step guide shows you how to integrate retrieval-augmented generation with Azure AI Search. Learn how to build more accurate and context-aware AI a...
www.pondhouse-data.com
December 16, 2024 at 9:01 AM
In this step-by-step tutorial, we break down:
- Setting up Azure AI Search for RAG
- Implementing efficient data indexing and retrieval
- Integrating with Azure OpenAI for enhanced responses
- Best practices for schema design and system optimization
www.pondhouse-data.com/blog/rag-wit...
- Setting up Azure AI Search for RAG
- Implementing efficient data indexing and retrieval
- Integrating with Azure OpenAI for enhanced responses
- Best practices for schema design and system optimization
www.pondhouse-data.com/blog/rag-wit...
Google just released Gemnini 2.0 Flash and it's amazing. One of the best if not the best model so far.
We successfully bullied Google in creating the best AI model. 😅
We successfully bullied Google in creating the best AI model. 😅
December 11, 2024 at 5:36 PM
Google just released Gemnini 2.0 Flash and it's amazing. One of the best if not the best model so far.
We successfully bullied Google in creating the best AI model. 😅
We successfully bullied Google in creating the best AI model. 😅
Great post by Amos Gyamfi about Multi-Agent application platforms.
The post outlines, what multi-agent systems are, why you want them and then introduces the following tools to help with that:
- Langraph (by LangChain)
- AutoGen
- CrewAI
- Swarm (by OpenAI)
- phidata
medium.com/@amosgyamfi/...
The post outlines, what multi-agent systems are, why you want them and then introduces the following tools to help with that:
- Langraph (by LangChain)
- AutoGen
- CrewAI
- Swarm (by OpenAI)
- phidata
medium.com/@amosgyamfi/...
Best 5 Frameworks To Build Multi-Agent AI Applications
This article aims to help you build AI agents powered by memory, knowledgebase, tools, and reasoning and chat with them using the command…
medium.com
December 10, 2024 at 9:43 AM
Great post by Amos Gyamfi about Multi-Agent application platforms.
The post outlines, what multi-agent systems are, why you want them and then introduces the following tools to help with that:
- Langraph (by LangChain)
- AutoGen
- CrewAI
- Swarm (by OpenAI)
- phidata
medium.com/@amosgyamfi/...
The post outlines, what multi-agent systems are, why you want them and then introduces the following tools to help with that:
- Langraph (by LangChain)
- AutoGen
- CrewAI
- Swarm (by OpenAI)
- phidata
medium.com/@amosgyamfi/...
Reposted by Andreas
In 2025 (less than 30 days away), PayPal will start selling your transaction history for targeted advertising.
I very highly recommend logging into your account and going to Settings > Data & Privacy > Personalized Shopping.
If you're reading this, turn that off RIGHT NOW before you forget.
I very highly recommend logging into your account and going to Settings > Data & Privacy > Personalized Shopping.
If you're reading this, turn that off RIGHT NOW before you forget.
December 5, 2024 at 9:12 PM
In 2025 (less than 30 days away), PayPal will start selling your transaction history for targeted advertising.
I very highly recommend logging into your account and going to Settings > Data & Privacy > Personalized Shopping.
If you're reading this, turn that off RIGHT NOW before you forget.
I very highly recommend logging into your account and going to Settings > Data & Privacy > Personalized Shopping.
If you're reading this, turn that off RIGHT NOW before you forget.
What do we all make of this? Is this good? Bad? For society I mean
Perplexity expands its publisher program
Perplexity expands its publisher program
Perplexity, the AI-powered search engine, is expanding its publisher program, with the LA Times, Adweek, Mexico News Daily, and a dozen other news outlets signing up. Publishers will share in revenue generated by ads on Perplexity, and receive metrics to…
tcrn.ch
December 5, 2024 at 2:36 PM
What do we all make of this? Is this good? Bad? For society I mean
The worst thing for a company is, if Managers have too little work on their own plate.
They'll annoy anyone else and reduce overall productivity in a company.
They'll annoy anyone else and reduce overall productivity in a company.
December 4, 2024 at 1:12 PM
The worst thing for a company is, if Managers have too little work on their own plate.
They'll annoy anyone else and reduce overall productivity in a company.
They'll annoy anyone else and reduce overall productivity in a company.
Folks, if you use LLMs in Azure, deactivate these god-awful content filters. They are absolutely useless and slow down your application
www.pondhouse-data.com/blog/azure-a...
www.pondhouse-data.com/blog/azure-a...
Azure OpenAI Content Filters: The Good, The Bad, and The Workarounds
Azure OpenAI is one of the most used AI platforms for enterprise users. The Azure environments is relatively well-trusted and provides access to all OpenAI LLM models. By default, Azure offers 'Conten...
www.pondhouse-data.com
December 3, 2024 at 1:29 PM
Folks, if you use LLMs in Azure, deactivate these god-awful content filters. They are absolutely useless and slow down your application
www.pondhouse-data.com/blog/azure-a...
www.pondhouse-data.com/blog/azure-a...
Reposted by Andreas
Please stop uncritically sharing "AI" generated bullshit. You're doing so much harm to yourselves and our overarching ability to create and certify knowledge and understanding as a society. I know that sounds hyperbolic, but it's honestly the stakes here. I'm literally begging you.
November 30, 2024 at 5:50 AM
Please stop uncritically sharing "AI" generated bullshit. You're doing so much harm to yourselves and our overarching ability to create and certify knowledge and understanding as a society. I know that sounds hyperbolic, but it's honestly the stakes here. I'm literally begging you.
Friend consults a company in established industry. The comp had no growth in the last 6 yrs. They introduced a new product which is a slight variation of an existing, 10y old one.
A new manager started - predicting 35% total revenue growth yoy each year for the next 5 yrs. What does my friend do?
A new manager started - predicting 35% total revenue growth yoy each year for the next 5 yrs. What does my friend do?
November 29, 2024 at 6:20 PM
Friend consults a company in established industry. The comp had no growth in the last 6 yrs. They introduced a new product which is a slight variation of an existing, 10y old one.
A new manager started - predicting 35% total revenue growth yoy each year for the next 5 yrs. What does my friend do?
A new manager started - predicting 35% total revenue growth yoy each year for the next 5 yrs. What does my friend do?
This is what I'm talking about. If we say we don't want to use bsky data externally - I'm in. Privacy is great. But if we allow it, we can't shitstorm if someone we don't like uses the data according to our own rules.
For completeness & related: Huggingface is much more than CO2 jugging LLMs!
For completeness & related: Huggingface is much more than CO2 jugging LLMs!
So like what’s the line that we’re drawing collectively here.
We’re cool with a SaaS that tracks unfollows. We’re cool with a SaaS that tracks metrics.
We’re not cool with an individual doing the same type of data collection on the same resources and uploading it to huggingface.
We’re cool with a SaaS that tracks unfollows. We’re cool with a SaaS that tracks metrics.
We’re not cool with an individual doing the same type of data collection on the same resources and uploading it to huggingface.
the bluesky team itself keeps repeating at every possible opportunity that everything you post here is public. yes, bluesky pbc. won't use your data for AI. but a lot of other people will! this is a fact! i'd bet a dollar many already do, they're just not posting abt it to prevent being dogpiled
November 29, 2024 at 6:35 AM
This is what I'm talking about. If we say we don't want to use bsky data externally - I'm in. Privacy is great. But if we allow it, we can't shitstorm if someone we don't like uses the data according to our own rules.
For completeness & related: Huggingface is much more than CO2 jugging LLMs!
For completeness & related: Huggingface is much more than CO2 jugging LLMs!
Reposted by Andreas
Created a Bootstrapped founder Starter Pack.
People want to add interesting people fast. Hit add all if you want to follow interesting founders.
Want in? DM
go.bsky.app/E4f3eAx
People want to add interesting people fast. Hit add all if you want to follow interesting founders.
Want in? DM
go.bsky.app/E4f3eAx
November 23, 2024 at 6:10 AM
Created a Bootstrapped founder Starter Pack.
People want to add interesting people fast. Hit add all if you want to follow interesting founders.
Want in? DM
go.bsky.app/E4f3eAx
People want to add interesting people fast. Hit add all if you want to follow interesting founders.
Want in? DM
go.bsky.app/E4f3eAx
currently learning about espresso. Super interesting.
Can't wait to finally make my own, delicious, brown goodness.
I found this guy here to be not only super helpful, but very very relaxing. Give it a shot (pun intended)
www.youtube.com/watch?v=aTFs...
Can't wait to finally make my own, delicious, brown goodness.
I found this guy here to be not only super helpful, but very very relaxing. Give it a shot (pun intended)
www.youtube.com/watch?v=aTFs...
Understanding Espresso - Dose (Episode #1)
YouTube video by James Hoffmann
www.youtube.com
November 28, 2024 at 7:50 PM
currently learning about espresso. Super interesting.
Can't wait to finally make my own, delicious, brown goodness.
I found this guy here to be not only super helpful, but very very relaxing. Give it a shot (pun intended)
www.youtube.com/watch?v=aTFs...
Can't wait to finally make my own, delicious, brown goodness.
I found this guy here to be not only super helpful, but very very relaxing. Give it a shot (pun intended)
www.youtube.com/watch?v=aTFs...
I'm astonished how many people on here literally hate "AI" - as in the technology.
Not LLMs, but AI.
As if almost any of the advancements made in the last 15 years were not assisted by any form of AI...
Sad to see this blind hatred.
Not LLMs, but AI.
As if almost any of the advancements made in the last 15 years were not assisted by any form of AI...
Sad to see this blind hatred.
November 28, 2024 at 6:35 AM
I'm astonished how many people on here literally hate "AI" - as in the technology.
Not LLMs, but AI.
As if almost any of the advancements made in the last 15 years were not assisted by any form of AI...
Sad to see this blind hatred.
Not LLMs, but AI.
As if almost any of the advancements made in the last 15 years were not assisted by any form of AI...
Sad to see this blind hatred.
What I love so much about the OnlyPosts Feed here: You reload the page and you still have the same feed. It doesn't force you into this weird and addictive feed-reload just be reloading the page.
November 27, 2024 at 4:03 PM
What I love so much about the OnlyPosts Feed here: You reload the page and you still have the same feed. It doesn't force you into this weird and addictive feed-reload just be reloading the page.
Highly interesting post about how to get AI to create meaningful reports.
Many insights also for non-report use cases
medium.com/firebird-tec...
Many insights also for non-report use cases
medium.com/firebird-tec...
How to make more reliable reports using AI — A Technical Guide
Technical guide, sharing my experience of working with AI
medium.com
November 26, 2024 at 3:16 PM
Highly interesting post about how to get AI to create meaningful reports.
Many insights also for non-report use cases
medium.com/firebird-tec...
Many insights also for non-report use cases
medium.com/firebird-tec...
Reposted by Andreas
Interviewer: what's your greatest strength?
Me: i have exceptional hindsight
Interviewer: that doesn't really help us
Me: yes, i see that now
Me: i have exceptional hindsight
Interviewer: that doesn't really help us
Me: yes, i see that now
November 25, 2024 at 2:17 PM
Interviewer: what's your greatest strength?
Me: i have exceptional hindsight
Interviewer: that doesn't really help us
Me: yes, i see that now
Me: i have exceptional hindsight
Interviewer: that doesn't really help us
Me: yes, i see that now
One of the first starterpacks I used. Great people. The fun is back in social media.
I created a Starter Pack with the coolest of the coolest Indie Makers! ✨
Please repost for more visibility and feel free to comment if you want to be added.
go.bsky.app/ENuBar1
Please repost for more visibility and feel free to comment if you want to be added.
go.bsky.app/ENuBar1
November 26, 2024 at 6:38 AM
One of the first starterpacks I used. Great people. The fun is back in social media.
Nice work @anthropic.com . They just released a proposal for an open standard for interfacing data sources.
This is something we need. I hope it catches on.
www.anthropic.com/news/model-c...
This is something we need. I hope it catches on.
www.anthropic.com/news/model-c...
Introducing the Model Context Protocol
The Model Context Protocol (MCP) is an open standard for connecting AI assistants to the systems where data lives, including content repositories, business tools, and development environments. Its aim...
www.anthropic.com
November 25, 2024 at 7:45 PM
Nice work @anthropic.com . They just released a proposal for an open standard for interfacing data sources.
This is something we need. I hope it catches on.
www.anthropic.com/news/model-c...
This is something we need. I hope it catches on.
www.anthropic.com/news/model-c...
Reposted by Andreas
Anthropic released an interesting thing today: an attempt at a standard protocol for LLM tools to talk to services that provide tools and extra context to be used other the models modelcontextprotocol.io
Introduction - Model Context Protocol
Get started with the Model Context Protocol (MCP)
modelcontextprotocol.io
November 25, 2024 at 4:37 PM
Anthropic released an interesting thing today: an attempt at a standard protocol for LLM tools to talk to services that provide tools and extra context to be used other the models modelcontextprotocol.io