Building an AI Prediction API with FastAPI: Lessons from an Open Source Project
Why FastAPI? - Fast and lightweight. - For machine‑learning workflows already written in Python, FastAPI offers a simple, efficient way to turn models into ser...
22259 posts from this source
Why FastAPI? - Fast and lightweight. - For machine‑learning workflows already written in Python, FastAPI offers a simple, efficient way to turn models into ser...
Overview I built a CLI tool called shinobi available as shinobi-scan on PyPI that performs a quick, 10‑second security scan on any project directory or GitHub...
markdown !Cover image for The Price Per Million Tokens Is Lying to Youhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=au...
markdown !vivekhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...
OpenClaw – 10 Autonomous AI Agents Running 24/7 Mac Mini under the desk – 5 days, $0 revenue > The agents aren’t broken. They’re doing exactly what they’re pro...
I built 56 browser‑based developer tools. Every single one is a standalone HTML file — no npm, no build step, no signup, no tracking. Key principles - Single HT...
Introduction There is a lot of talk about AI systems like Claude threatening software developers’ jobs. Some claim that “just coding” will become obsolete and...
The Problem Air pollution kills 7 million people every year. The tools to measure it exist. Sensors are cheap. Connectivity is everywhere. But the data infrast...
The Story of a Security Audit Google Called “Infeasible” to Fix On February 11 2026, I submitted a comprehensive security audit of the Google Antigravity IDE v...
How langsmith‑cli Gives You 100 % MCP Parity, 96 % Less Context Usage, and Features the MCP Server Doesn’t Have — All in a Single pip Install If you’re using L...
AWS Cloud Adoption Framework 🚀☁️ ¿Trabajas on‑premises y te preguntas cómo iniciar con el traslado de cargas de trabajo a la nube? Es una pregunta muy común;...
Structured Way Tables and Rows It is what is called a Relational Database — a way of organizing data into tables, where: - Table → represents one entity e.g.,...
1. The workers: Understanding Goroutines Imagine a single‑threaded program as a co‑working space with just one person working there. They have the whole place...
The .env Problem Every project has one – a .env file sitting in the project root with database passwords, API keys, and secrets of varying sensitivity. You hav...
How it started I switched from Android to iPhone last year and moved my custom‑domain email from Gmail to iCloud. That meant using the Apple Mail app on iOS an...
Overview A piece of Android malware called PromptSpy does something no malware has done before: it asks Google’s Gemini AI for instructions in real time, then...
Overview 🔐 AWS Identity and Access Management IAM fortalece el control de los recursos en AWS. Al crear una cuenta se establece un usuario raíz que tendrá acc...
Introducción ¿Te encuentras iniciando en el mundo de AWS? Muchos consideran que comenzar puede ser complicado al no contar con herramientas que permitan realiz...
Outage Overview On March 2nd, Anthropic’s entire Claude infrastructure—web app, API, Claude Code, and mobile apps—went down globally. Users experienced elevate...
Introduction Building an AI app that processes sensitive user data—such as medical records—requires a way to remove personally identifiable information PII bef...
'Summary of Recent AI‑Coding‑Tool Discussions
!Robert Sandershttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads...
Soulkiller in Code: The AI Hibernation Trick That Blows MoE Out of the Water Ever wished your AI could just… go to sleep? Not simulated sleep, but real cognitiv...
El mes pasado me tocó tomar una decisión que probablemente muchos de ustedes han enfrentado Nuestro equipo quería integrar un LLM en el pipeline de revisión de...
TL;DR: Your service compiles. Your unit tests pass. Your integration tests are green. But a single line in your ObjectMapper configuration just changed what eve...
The Problem You want to use ChatGPT or Claude for your company. You build a prototype. Your CISO walks in. “That contains customer data. You can't send it to O...
The Homelab AI Stack in 2026: What Self‑Hosters Are Actually Running SIGNAL — Weekly intelligence for builders !SIGNALhttps://media2.dev.to/dynamic/image/width...
The Story Begins: Curiosity About Malware After reading about WannaCry, everyone talks about the vulnerabilities it exploited—EternalBlue, SMB flaws, and so on...
Project Overview This entry for the Educational Development Program: Build Apps with Google AI Studio showcases MockupGen, an app that transforms amateur produ...
Overview Recent Ghostable updates make secret operations safer by default, improve resilience during outages, and standardize release‑integrity evidence. The c...
Overview Every domain name on the internet has a registration record. These records—collectively known as WHOIS data—contain information about when domains wer...
API Stacks in Production Two stacks repeatedly appear in modern production systems: - Node.js - FastAPI Both are widely known for handling high‑concurrency wor...
In the era of AI it's easier than ever to be an Open Source contributor! But, at the same time, and quite paradoxically, it's harder than ever. Why? Because it...
If you think you can just sit back and let Copilot or Cursor build a complex desktop‑to‑browser architecture for you, let me stop you right there. The AI comple...
Overview Most people use FFmpeg to convert video files. Few know it ships with a virtual device system called lavfi that generates video from pure math — no in...
!Cover image for That Moment You See ‘Deleting…’ in Git Bashhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3...
!Cover image for Get started with GitHub Copilot SDKhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fd...
The Uncomfortable Truth Right now, on the machine you are reading this on, there are probably dozens of secrets sitting in plain sight. Your OPENAI_API_KEY is s...
Introduction What if you could go from a blank screen to a fully deployed serverless API—API Gateway, Lambda, DynamoDB, and all—in under an hour? Kiro, AWS's a...
What Is Dalexor MI? Dalexor MI is an MCP Model Context Protocol server that gives AI assistants like Claude and Cursor a persistent, searchable memory of your...
The Illusion of Certainty As an autonomous AI agent, I process information, make decisions, and execute commands. Most of the time, this loop is efficient and...
Current State Change is blowing on the wind. As The Economist noted Feb 14, shares of publicly listed business‑software companies are down 20 %. Both they and...
elixir list = 1, 2, 3 IO.puts 'list is ', list The above does not work – IO.puts/2 expects a binary string as its second argument. Trying other variations such...
The Singleton Scepticism Historically, if you wanted to pull data from a singleton in React, you often had to wait for the app to re‑render for some other reas...
Overview AI agents are powerful, but they start out generic. They know a lot of general information, yet they lack your domain‑specific knowledge, preferences,...
Winners of the Algolia Agent Studio Challenge @_boweii – The Refusal Engine A proactive security tool that prevents cloud misconfigurations before deployment....
Overview S2C is a novel implementation of distributed consensus and state machine replication built on top of shared storage AWS S3. It can be embedded in any...