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⚡ AI Lessons

Dev.to · Javier Leandro Arancibia
1d ago
machin v0.140.0: scoping X-Forwarded-For trust to the proxy
v0.140.0 is a small release — one file, 37 lines added — but one of the two changes is the kind of...

Dev.to · Javier Leandro Arancibia
🔧 Backend Engineering
1mo ago
machin v0.133.0: select on Windows, concurrency CI runs there
machin v0.133.0 is out. The headline change is small in diff size but fixes a real gap: select now...
![machin: make([]T, n) and make([]T, len, cap) for slices](https://media2.dev.to/dynamic/image/width=1200,height=627,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fowgm4g6x79iklf9st3ek.png)
Dev.to · Javier Leandro Arancibia
🔧 Backend Engineering
1mo ago
machin: make([]T, n) and make([]T, len, cap) for slices
A new machin release shipped, headlined by proper support for make([]T, n) and make([]T, len, cap)....

Dev.to · Javier Leandro Arancibia
🏗️ Systems Design & Architecture
⚡ AI Lesson
1mo ago
I benchmarked my language against Rust and Zig, and deleted my best number
I have been building machin for a while — a Go-flavored, type-inferred language that compiles through...

Dev.to · Javier Leandro Arancibia
🔧 Backend Engineering
⚡ AI Lesson
1mo ago
My database claimed crash-safety. `kill -9` proved nothing.
I have a small document database called grange. Its README said "crash-safe by construction", and...

Dev.to · Javier Leandro Arancibia
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
I built a 100 KB git-like VCS that beats git on `add && commit`
I love git. I also spend a lot of time automating things, and every time a script needs to snapshot...

Dev.to · Javier Leandro Arancibia
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
rcmd now speaks MCP — your AI agent can manage your servers without SSH
I've been building rcmd, a relay-based remote command tool. No SSH keys, no open ports — your servers...

Dev.to · Javier Leandro Arancibia
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
2mo ago
Web Analytics With No Dashboard (But There Is a 3D Globe)
I built vigie — cookieless web analytics where the primary consumer is an AI agent, not a human...

Dev.to · Javier Leandro Arancibia
🧠 Large Language Models
⚡ AI Lesson
2mo ago
I made my programming language run a 1B LLM at 20 tok/s on a laptop CPU (it beat the reference C by 4x)
I build machin — a small "machine-first" language that compiles through C, designed for AI agents to...

Dev.to · Javier Leandro Arancibia
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Your AI Assistant Can Run Your Website Chatbot Now
I shipped chatsnip this week: a chatbot for your landing page that you install by pasting one script...

Dev.to · Javier Leandro Arancibia
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I let an AI agent write the tests for my access-control layer
Fourth in a series: my RBAC middleware had zero tests. I let an autonomous agent write a 25-test suite for it — mocked, no behavior change, verified green. Acro

Dev.to · Javier Leandro Arancibia
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
An AI agent fixed my red Python test suite — without gutting the tests
Third in a series: I gave an autonomous agent a broken Python test suite and told it not to cheat. It found the real design bug, did a proper refactor, and turn

Dev.to · Javier Leandro Arancibia
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Same agent, different language: mago fixed a crashing test in my Zig CLI
After shipping a feature to my Go CLI, I pointed the same autonomous agent at a Zig project with a crashing test. It root-caused the SIGABRT, fixed it in one li

Dev.to · Javier Leandro Arancibia
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I let an autonomous agent fix my own deploy CLI — here is the PR it shipped
I gave an autonomous AI agent (mago) a real issue on my own Go CLI. It wrote the code, the tests, and opened a verified PR in ~3 minutes. Exactly what it did.

Dev.to · Javier Leandro Arancibia
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
New act Plugin for SuperCLI
New act Plugin for SuperCLI GitHub Actions local runner — run, list, validate, and test...

Dev.to · Javier Leandro Arancibia
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
SuperCLI 1.1.27: 1,184 Curated CLI Tools, One Command
SuperCLI 1.1.27: 1,184 Curated CLI Tools, One Command TL;DR: SuperCLI now bundles 1,184...

Dev.to · Javier Leandro Arancibia
💻 AI-Assisted Coding
⚡ AI Lesson
5mo ago
Introducing SuperCLI: A Config-Driven, AI-Friendly Dynamic CLI for Developers
Introducing SuperCLI: A Config-Driven, AI-Friendly Dynamic CLI for Developers As...

Dev.to · Javier Leandro Arancibia
📣 Digital Marketing & Growth
⚡ AI Lesson
5mo ago
New Dev.to Publish Plugin for SuperCLI: Publish Articles from the Command Line
I just released a new plugin for supercli that lets you publish articles to Dev.to directly from the...

Dev.to · Javier Leandro Arancibia
☁️ DevOps & Cloud
⚡ AI Lesson
5mo ago
How We Made Stateful MCP Servers Work in One-Shot CLI Calls
How We Made Stateful MCP Servers Work in One-Shot CLI Calls The Problem: Stateful...
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