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Accessing Windows Host from WSL2 Linux using Hostname

on January 31, 2026

Developer Productivity Networking Ollama WSL2

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API Design Principles For REST Misfits For MCP

on September 15, 2025

AI Agent MCP APIs MCP Server REST REST APIs software architecture Software Craftsmanship

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Best Practices To Building MCP Server

on August 18, 2025

AI Agent Best Practices Gen AI MCP APIs MCP Server Software Craftsmanship

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Escaping the expert sharks and cruising over the hype of GenAI waves

on August 17, 2025

AI Agent AI Coding Agent continuous learning Gen AI

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Niggles with HuggingFace

on August 14, 2025

Docker Git Github Gradio HuggingFace HuggingFace Spaces

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Gradio App Breaks in Hugging Face's Private Spaces

on August 07, 2025

Gradio HuggingFace

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Tech Conundrum - Dead or Murdered?

on July 31, 2025

Agile AI Art of Software Development engineering challenges Engineering Leadership Engineering Management engineering practices MVP SDLC software architecture Tech Conundrum

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Lessons From Failing To Fine-tune A Small LLM On My Laptop

on July 27, 2025

AI AI Agent AIOps Fine-Tuning FinOps LLM Performance Engineering Prompt Engineering

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Ollama Cheatsheet

on July 16, 2025

Cheatsheet Gen AI LLM Ollama

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Query Blogger MCP Server - From Conversation To Commodity

on June 23, 2025

Gen AI LLM MVP Open Source Query Blogger MCP Server

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Book Review: Architecture Modernization by Nick Tune

on May 18, 2025

Book Review Books Engineering Leadership software architecture

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The Truth About AI Coding Agents

on April 09, 2025

AI Agent AI Coding Agent Engineering Leadership Gen AI GenAI SDLC

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What I learned trying to run DeepLearning models locally

on April 03, 2025

Capacity Planning Deep Learning Deep Learning Laptop GenAI HuggingFace InfiniteYou

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Understanding the WSL2 Mirrored Networking Conflict

When optimizing your development environment on Windows, you might encounter a frustrating "silent failure" where Docker containers appear to run but remain unreachable via their assigned ports. This conflict typically stems from how WSL2 and Docker Desktop negotiate network traffic. (I had been through this when I tried to set-up my development environment for ReactNative/Expo application in Docker container.) The Architecture: Mirrored vs. NAT By default, WSL2 uses Network Address Translation (NAT). In this mode, WSL2 lives behind a virtual switch with its own IP address. While reliable, it adds a layer of complexity for local networking. (Spoiler Alert: I resorted to this legacy convention for reliability reasons, at the time of this writing having latest stable version of Docker Desktop). Reasons: Good default for general, isolated development; avoids complex network setup. Downsides: Requires port forwarding to access localhost services from Windows; VPNs can brea...

Fix for Ollama Issue on Windows 11 where it doesn't connect

If you are using Ollama on Windows 11 machine and are encountering the error below: Error: Head "http://0.0.0.0:11434/": read tcp 127.0.0.1:61593->127.0.0.1:11434: wsarecv: An existing connection was forcibly closed by the remote host. Then it is likely that your previous force closure of Ollama left an abandoned process connecting to the said port - 11434. Unfortunately, at least in my case, this process didn't vanish even when I restarted the system that sure troubled me much. The fix that worked for me was to identify the process-id of that rogue/abandoned process and kill it by its process-id. This is done in Windows Powershell (having admin privileges) like below: Find process-id using the command ` Get-NetTCPConnection -LocalPort <port_number> | Select-Object -ExpandProperty OwningProcess ` where you replace the <port_number> with actual port (11434 in this case) and this command outputs the PID of the process. ...

Beyond Grep: Master ripgrep Performance in Claude Code

If you’ve ever wondered why modern AI coding agents like Claude Code (CC) feel so "aware" of your codebase, the secret often lies in a small, incredibly fast tool called ripgrep (rg) . ripgrep is a line-oriented search tool that recursively searches your current directory for a regex pattern. It combines the raw speed of C with the safety of Rust. It is faster than almost every other search tool because it is built on top of Rust’s regex engine, which uses finite automata, SIMD, and aggressive literal optimizations to make searching very fast. It is the engine that allows Claude to "read" your project in milliseconds. Most importantly for developers, ripgrep respects your `.gitignore` . It won't waste time searching through your `node_modules` , `.git` , or build artifacts, ensuring that Claude only sees the code that actually matters. There are 3 distinct ways Claude can utilize this tool? Depending on your codebase size ...

Easy Guide to Expo React Native App Deployment Modes For Android

I was one of those early adaptors of Expo SDK for developing mobile apps with React Native and had shared my experience of using it over a couple of blog posts. Back in the time I successfully migrated my native android app to RN and could deployed it to Android PlayStore several times leveraging EAS services from Expo. It has been over 6 to 7 years since then, and I have been working on modernizing these apps to latest Expo SDK version compliant with the New React Native Architecture using Claude Code (CC) AI Agent. In the past I could manage with just Expo Go for my development and am now exploring ways to go beyond to leverage RN components outside of what Expo SDK provides. This means some learning curve on the habits to change and this post is just that summarizing my take on the different options and the reasons you may want to choose one over the other. Building and deploying React Native applications with Expo has never been more powerful or more diverse. While the initial...

Break Claude Code's Walled Garden To Use Any LLM

Claude Code (CC) is brilliant revolutionary tool, but it’s a walled garden - it is locked to Anthropic’s API. You are forced to use Anthropic’s models, at Anthropic’s prices, with Anthropic’s context limits. What if you want to use the massive 1M token context of Gemini 2.5 Pro? What if you want to run simple background tasks on a free, local model using Ollama? What if you need the specific reasoning style of DeepSeek? You shouldn't have to choose between a great coding assistant and your preferred AI infrastructure. Claude Code is designed to be the ultimate terminal-based agent, but its native configuration is hardwired for Anthropic’s API. However, like most professional CLI tools, it respects specific environment variables that allow you to configure its "brain" to any Anthropic's listed endpoints. We leverage this configuration option to jail-break from its vendor lock-in. The key to unlocking Claude Code lies in 2 primary environment variables: ANTHR...

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