Claude Code with Local LLMs and ANTHROPIC_BASE_URL: Ollama, LM Studio, llama.cpp, vLLM
Native Anthropic endpoints, tool-call compatibility, and context-window sizing for local Claude Code. Last tested: April 2026. See Changelog at the bo…
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Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits!
Win Big with the Google Cloud NEXT '26 Writing Challenge: $1,000 in Prizes Awaits! Google Cloud’s annual NEXT '26 Writing Challenge is back — and with…
Tutorial: Build Long-Term Memory in AI Agents with LangGraph and Mem0
This article was written by Adrian Payong (AI Consultant and Technical Writer) and edited by Shaoni Mukherjee (AI Technical Writer, DigitalOcean) Key …
Multi-Model LLM Orchestration with OpenRouter
Multi-model LLM orchestration is the practice of routing AI requests to different models based on what each task needs — speed, cost, reasoning depth,…
Adding Semantic Search to Your Postgres App with pgvector
pgvector is a Postgres extension that adds vector storage and similarity search to an existing database, so you can run semantic queries directly agai…
What Is MCP and Why Should Developers Care?
MCP (Model Context Protocol) is an open standard that lets AI models connect to external tools and data sources through a single, consistent interface…
Can AI Agents Communicate Across Different Networks Without APIs?
AI agents can communicate across different networks without centralized APIs by utilizing Pilot Protocol. This userspace overlay network bypasses stri…
ayat saadati — Complete Guide
saadati-toolkit : A Developer's Essential Companion As a developer, I've spent countless hours sifting through various libraries and writing my own sm…
Tutorial: Build High-Throughput APIs with Go 1.24 and Gin 1.10
In 2024, API throughput remains the single biggest bottleneck for 68% of backend teams, with 42% of Go-based services failing to exceed 10k requests p…
🦀 PicoClaw Deep Dive 🤖 — A Field Guide to Building an Ultra-Light AI Agent in Go 🐹
A comprehensive, actionable guide to the principles, techniques, and architecture behind sipeed/picoclaw — written so you can build a similar system f…
Kubernetes Services & Networking — My Week 15 Hands-On Journey (ClusterIP, NodePort, LoadBalancer)
If you’ve ever deployed an app on Kubernetes and thought : “Okay… my Pods are running, but how do I actually reach them?” Then you’re exactly where I …
Learn Lists, Tuples, Sets and Dictionaries from Scratch — Python Data Structures Course in Telugu
Introduction Most beginners learn Python syntax and then hit a wall. They can write a loop and define a function — but when an interview asks them to …
CI/CD Pipeline Optimization: From 20-Minute to 3-Minute Builds
Originally published on TechSaaS Cloud Originally published on TechSaaS Cloud CI/CD Pipeline Optimization: From 20-Minute to 3-Minute Builds Real numb…
Running SQLite in the browser with sql.js and WASM — a practical guide with Google Drive sync
Most tutorials on client-side data storage reach for IndexedDB, localStorage, or a third-party sync service. This one goes somewhere different: a real…
Cross-region data transfer from NFS server to Amazon EFS file system using AWS DataSync
Overview This AWS DataSync solution transfers data from an EC2-hosted NFS share in VPC A (us-east-1) to an Amazon EFS file system in VPC B (us-west-2)…
Chapter 8: RMS Normalisation and Residual Connections
What You'll Build Two architectural patterns that make deep networks trainable: RMSNorm (keeps activations from exploding or vanishing) and residual c…
Design Systems : How They Shape Developer Experience in Modern Product Building
When I first started discussing and presenting system design concepts for one of my UX projects, many engineers on my team were surprised. Initially, …
I Rebuilt the Core of My Data Engine — Here's What Changed in v1.3.0
I Rebuilt the Core of My Data Engine — Here's What Changed in v1.3.0 What is Nexus Core? Nexus Core is a standalone Java application — a central data …
MongoDB Overview and Preparation Guide
In today’s data driven world, data is at the core of almost every application. But managing large volumes of data efficiently is a crucial skill for d…
(The Connection) WhatsApp Bridge
The Catalyst: The Interface Is the Attack Surface WhatsApp is the ultimate low-friction interface: it is on every phone, it is end-to-end encrypted in…
How to Build a Client-Side AI Tool With Zero Backend (Full Tutorial)
Last month I wanted to build a resume checker that scores resumes against job descriptions. The catch: it had to run entirely in the browser. No backe…
How I Built a Real-Time DDoS Detection Engine from Scratch
Introduction Imagine you run a cloud storage platform. Thousands of users upload files, share documents, and collaborate every day. Then one morning, …
Chapter 7: The Training Loop and Adam Optimiser
What You'll Build A complete training loop that processes documents, computes loss, backpropagates gradients, and updates parameters using the Adam op…
Time-Series, Document, or Relational? The 5-Question Test Every New Project Needs
Book: Database Playbook My project: Hermes IDE | GitHub — an IDE for developers who ship with Claude Code and other AI coding tools Me: xgabriel.com |…
Multi-Agent vs Single-Agent: The 3 Production Signals That Decide It
Book: AI Agents Pocket Guide My project: Hermes IDE | GitHub — an IDE for developers who ship with Claude Code and other AI coding tools Me: xgabriel.…
Saga Pattern Without the Drama: A Real Order Service in 200 Lines
Book: Event-Driven Architecture Pocket Guide My project: Hermes IDE | GitHub — an IDE for developers who ship with Claude Code and other AI coding too…
I Built a Publishing Platform in India Where Writers Actually Get Paid Here’s What I Learned
Most writing platforms were not built with Indian creators in mind. The payments are awkward, the audience discovery is geared toward Western readers,…
Decoupling with Chain of Responsibility Pattern in C#
The article cooperates with the sample project . Walkthrough with the downloaded project is not required, but I recommend it for better understanding.…
From Static Learning Platforms to Thinking Educational Systems: How Google Cloud NEXT ’26 Is Reshaping EdTech
This is a submission for the Google Cloud NEXT Writing Challenge «Traditional educational platforms deliver content. The next generation of platforms …
Part 4: Improving Retrieval Quality with Token-Aware Chunking and HyDE
Making RAG Smarter with Token-Aware Chunking, HyDE, and Context-Aware Search In Part 3, we improved chunking and optimized context. The system was fas…