$ fetch --whoami
- role
- systems builder
- focus
- applied AI · self-hosted infra · automation
- uptime
- behind a keyboard since 1995
- lab
- 24 projects tracked
- blog
- 38 archive notes
- stack
- Python · Go · TS · Kubernetes · LLM
- contact
- github.com/vcnngr
Vincenzo Ingrosso
$
I build a lot and document little. This is the cure: a lab notebook of the projects I have in hand, and an archive of technical notes that stood the test of time.
## work in progress
cd lab/ →
Kochab: building trust into code — the star that never deletes
Technical diary of Kochab: an outbound-only agent in Go, a security audit mapped to CIS/NIST, Ed25519-signed tasks, and one rule — it never deletes — guaranteed…

Spectra: 29 agents that argue, and Python gates you can't talk your way past
Technical journal of Spectra: 29 AI security agents orchestrated with a step-file architecture, an adversarial War Room, and deterministic Python gates that…

A wrong character flooded the birch: diary of an autonomous irrigation system
A technical diary of an autonomous irrigation system: a FAO-56 agronomic model, an AI agent that reviews the plan every night, and a proprietary protocol decoded…

Relation F1 at 0.38: when the lesson wasn't the model, but the data
Technical diary of a fine-tuning: LoRA on a 27B model to extract knowledge graphs from messy documents. The turning point wasn't a bigger model…

Openbricks: when the governance plan collapsed on contact with reality
Technical diary of Openbricks: an open-source lakehouse on bare-metal OpenShift via GitOps. The 'Ranger unifies Trino and Spark' plan collapsed — here's how…

foldcrumbs: agent memory with grep, not a vector DB
Technical diary of foldcrumbs: persistent memory for coding agents built on grep instead of a vector DB. Zero dependencies, one stdlib MCP server, and a…
## from the archive
cd blog/ →Differences between ICMP, TCP, and UDP Protocols
Introduction ICMP, TCP and UDP are three of the most common network protocols used for communication between devices. Although they are all protocols of…
The IP Protocol in the Interconnection of Network Devices
“IP Protocol: the foundation of global connectivity.” The IP protocol, short for Internet Protocol, plays a crucial role in the interconnection of…
Debian: importance and future of the Linux distribution
debian: the Linux distribution in terms of importance and its future. Introduction Debian is a very important and influential Linux distribution in the open source…
Difference between artificial intelligences
Artificial General Intelligence (AGI) vs Artificial Narrow Intelligence (ANI) Artificial intelligence (AI) is a rapidly evolving field that is…