We are AI-enabled technologists
Every step—from whiteboard to deployment—is handled with rigor, precision, and expertise.
We design and deliver systems that are technically excellent, robust, future-proof and practical to operate.
We translate complex opportunities into elegant, production-grade solutions.
We build with precision, scalability, and a clear understanding of the business context.
Built for impact
Confidence through thoughtful engineering, continuous innovation, and uncompromising craftsmanship.
Beyond Code
Strategy, maintainbility & cost-effectiveness. Accurate analysis and balanced decisions.
Measurable advantage
Our work is defined by outcomes: faster operations, smarter decisions, and capabilities that compound over time.
Transforming Ideas into Intelligent Solutions
Software consultants specializing in ruby, javascript, php and python.
Empowering our clients with AI/ML integration, custom model development, and intelligent automation for forward-thinking businesses.
"We use AI but we are Human."
Real thinking.
Real people.
Crafted, not generated.
Invented, not imitated.
The future needs
more humanity.
Not less.
AI can replicate patterns.
Humans create meaning.
.
Latest Articles
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Auto-Architecture: Karpathy's Loop, Pointed at a CPU
Via YT Combinator. From auto-arch-tournament.
The News Production Studio has been released.
The News Production Studio is live. The functionality is sufficient for generating well-illustrated one-minute news summaries. The length of videos isn't actually limited. Video illustrations are procured or generated before-hand, paying attention to the aspect ratio. Obviously I didn't want to implement a full vide-editing suite in the browser...
This tool actually uses very little AI. With that being said, it is well-positioned to be plugged into agentic workflows, since every step is either already automated or is positioned to be driven agentically.
On Prototyping
Clearly, application prototyping uses a different set of technologies than production-grade development.
New Phone Recommended Setup
FYI... I recommend doing two things on the new phone:
1. prevent automatic updates. go to settings, search for "download", "download over wifi" -> swich to never. In developer settings (tap build number 7 times) you can also turn off "update on system restart".
2. granularly deny notifications. In settings, search for "manage notification categories for each app" and turn it on. Then you can long-press each notification and decide which ones you don't want, for example, you can keep message chat notifications and deny "promotions" and "other".
Setting up Python venv for Ansible
In this quick tutorial we'll set up python on a mac os x in order to run ansble from the current folder.