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Articles 188,458Blog Posts 170,396Tech Tutorials 50,471Research Papers 36,765News 23,128
⚡ AI Lessons
Medium · LLM
🔧 Backend Engineering
1w ago
Is Java New AI King? Supercharging Spring Boot with LLMs and Vector Databases
Python still trains the models. Java is quietly becoming the language that ships them into production. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
1w ago
What Is the Best API Gateway for Reliable LLM Access?
A reliability-first comparison of CometAPI, OpenRouter, LiteLLM, and Portkey Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
1mo ago
From Ingress to Inference Gateway: Gateway API and the Inference Extension
Traditional load balancing assumes all backends are the same, so it does not matter which one handles a request. LLM traffic changes this… Continue reading on T
Medium · LLM
🔧 Backend Engineering
1mo ago
When Our API Key Paid for Someone Else’s Claude Code Session
When Our API Key Paid for Someone Else’s Claude Code Session Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
1mo ago
Building a Model-Agnostic AI Chat API with FastAPI and LiteLLM
I have been building AI-powered backend systems and wanted to document what I learn along the way. This post covers how I built a simple… Continue reading on Me
Medium · LLM
🔧 Backend Engineering
1mo ago
Aria: Building an AI Voice Receptionist for Hotel Bookings
An end-to-end voice-enabled booking assistant using FastAPI, Llama 3.3 70B, Groq, Supabase PostgreSQL, Web Speech APIs, and tool calling. Continue reading on Me
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Intent-Based API Middleware: LoRA Fine-Tuning (Part 1)
In a a traditional application, client requests are tightly linked to the REST layer. Every single action maps to an endpoint (e.g. I want… Continue reading on
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Amazon API Gateway as a target on Amazon Bedrock AgentCore Gateway
Amazon API Gateway already fronts most enterprise serverless APIs — AWS Lambda functions, Amazon ECS services, AWS Step Functions… Continue reading on DataDrive
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
Applying Scalability in Backend (CodeBuddy)
In my previous posts, I talked about Scalability, and later about Queue Systems. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
2mo ago
The Zero-Excuse Policy for Developers
If you’re still shipping bad software to other people, that’s now a choice — not a constraint. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Beyond the Dashboard: Building a Multi Tenant MCP Server for SaaS in .NET
Imagine you own Contract Solutions AS. Your company builds and operates Contract Solutions a B2B SaaS platform that manages the full… Continue reading on Medium
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Concurrent Queue Processing with Postgres "SKIP LOCKED"
Building a reliable task queue usually requires heavy infrastructure like Redis or RabbitMQ. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Building Idempotent APIs for Safe Distributed Writes
When building distributed applications, network failures are inevitable. A client might send a write request to a database, the database… Continue reading on Me
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
High-Performance Connection Pooling with pgxpool
When building production-ready services in Go that back onto PostgreSQL, your choice of driver dictates your application’s raw throughput… Continue reading on M
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Type-Safe Background Processing: Go Generics and Postgres with River
Hello, I’m Lince. I’m working on git-lrc: a Git hook for reviewing AI-generated code. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
How to Correctly Scale a Single PostgreSQL Instance
Hello, I’m Lince. I’m working on git-lrc: a Git hook for reviewing AI-generated code. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
Rust Yelled at Me Until My Database Was Perfect, And I’m Grateful
Building a PostgreSQL-Connected API in Rust Continue reading on Towards Dev »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
3mo ago
I Ditched FastAPI for Rust. Here’s What No One Tells You.
Building my first production-style API with Axum, Swagger, and structured logging — and what I learned about writing software that… Continue reading on Towards
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Stateless Core & Transport Evolution
Hello, I’m Lince. I’m working on git-lrc: a Git hook for reviewing AI-generated code. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
4mo ago
The LLM Gateway: We’ve Seen This Movie Before
We spent a decade learning that microservices need API gateways. Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
The Singularity Can Wait: We Still Need to Handle the Retries
Demis Hassabis might see us in the foothills of the singularity, but from where I’m sitting, it looks a lot like we’re still debugging a… Continue reading on Me
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Google I/O 2026: What Actually Changes — Part 1
A technical read on the announcements, their real-world impact, and how to put them to work Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
4mo ago
The Oracle Database MCP Toolkit — Enabling Authentication in HTTP Streamable Mode with a Generated…
by Juarez Junior Continue reading on Medium »
Medium · LLM
🔧 Backend Engineering
⚡ AI Lesson
4mo ago
Escaping the Backend Comfort Zone | TypeForge
How I Built TypeForge Using Next.js and the Gemini API Continue reading on Medium »
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