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⚡ AI Lessons

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
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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
2mo 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
3mo 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
3mo 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
3mo 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
3mo 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
3mo 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
3mo ago
Escaping the Backend Comfort Zone | TypeForge
How I Built TypeForge Using Next.js and the Gemini API Continue reading on Medium »

Medium · LLM
🔧 Backend Engineering
3mo ago
Mastering FastAPI: The Ultimate Roadmap for Modern AI Backends
You don’t need to learn everything. Just ship something. Continue reading on Medium »

Medium · LLM
🔧 Backend Engineering
4mo ago
Architecting a Modular RAG Backend with Ollama, FastAPI, and LangChain on Ubuntu for Local LLMs.
The Objective Continue reading on Medium »
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