I was looking at a pull request last Monday. The marketing team had just rolled out a massive rebrand. We swapped our primary typeface from Inter to a custom geometric sans. The design team updated the core Figma variables. They ran their export script. The pull request had 142 changed files.
I opened the JSON token dictionary. Every single typography token had been updated. That sound...
AI is considered as a threat for developers. Not existential — nobody thinks Skynet is coming for your VS Code. But as a “tool” that makes developers less knowledgeable about the tricks of software development. Less aware of how this or that function works under the hood. Less capable of choosing the right approach in a particular case.
And honestly? I’ve heard this song before.
Recently, I published another piece of the ecosystem publicly:
And honestly, Seltzer represents something much bigger to me than:
It represents...
No account. No API key. No subscription. Just a wallet and an HTTP request.
This is what competitive intelligence looks like when you remove the human from the loop.
The problem with competitive research
Every startup, VC analyst, and product team does competitive research. It's manual, slow, and expensive — consultants, reports, hours of reading.
But what if your AI agent c...
🚀 Technical Briefing: This tutorial is part of our deep-dive series on Agentic Workflows at Gate of AI. For the full technical breakdown, interactive code sandbox, and the native Arabic translation, visit the
TL;DR — Leoflow v0.0.1 just shipped. It speaks the Airflow API, runs the Airflow 3.2.x UI unmodified, but replaces the Python control plane with Go. Pod-per-task is the only execution mode. Each DAG is its own container image. Fan-in (map-reduce) is a Python list comprehension. Install:
curl -fsSL https://raw.githubusercontent.com/neochaotic/leoflow/main/inst...