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Showing posts from April, 2026

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Reference Implementation - Development Container for building Expo, React Native app using Claude Code

on April 28, 2026

Claude Code Docker docker-compose Dockerfile Expo React Native

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Understanding the WSL2 Mirrored Networking Conflict

on April 28, 2026

Docker Windows 11 WSL2

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Pro-Grade Java Development in Claude Code - Beyond Grep with LSP

on April 21, 2026

AI Agent AI Coding Agent Claude Code

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Beyond Grep: Master ripgrep Performance in Claude Code

on April 19, 2026

AI Agent AI Coding Agent Claude Code ripgrep Ubuntu

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Reference Implementation - Leveraging Bitfrost AI Gateway with Claude Code

on April 18, 2026

AI Gateway Bitfrost Claude Code

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Break Claude Code's Walled Garden To Use Any LLM

on April 18, 2026

AI Agent AI Coding Agent AI Gateway AIOps Bitfrost Claude Code Claude Code Router (CCR) Groq Helicone LiteLLM LMStudio Ollama OpenRouter

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Containerizing Services - Claude Code Router and Cloud Code

on April 17, 2026

Claude Code Claude Code Router (CCR) Containerization Docker docker-compose Dockerfile

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Claude Code Router for Claude Code

on April 17, 2026

AI Coding Agent AI Gateway Claude Code Claude Code Router (CCR)

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Dockerfile - Config Claude Code in Docker container to connect to Ollama on Windows

on April 17, 2026

Claude Code Docker Dockerfile windows

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Connect to Ollama in Windows host from Docker container

on April 17, 2026

AIOps Containerization Docker Ollama windows

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Dockerfile - Zsh As Default Prompt And Renaming Existing User From Base Docker Image

on April 16, 2026

Docker Dockerfile WSL WSL2

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Dockerfile - Replacing Bash With Zsh Prompt In Docker Container

on April 16, 2026

Docker Dockerfile WSL2

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Dockerfile - Renaming Existing User From Base Docker Image

on April 16, 2026

Docker Dockerfile WSL2

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Building a Pro Status Line for Claude Code

on April 16, 2026

AI Coding Agent Claude Code

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Mind the Gap: Common Pitfalls in API Design and Developer Experience

on April 15, 2026

API Docs API Integration APIs REST REST APIs SPI Spec

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Popular Posts

Cost of AI-Driven Development

AI driven SDLC is perhaps the new norm because of its virality. There is definitive value to AI-SDLC but then we see a lot of noise too. What makes it chaotic is the difficulty in identify noise from value. This can be seen in the way large-scale firing happened in the name of redundancy creating global panic (more than the wars that has been happening at around the same time), followed by some immense mishaps in production systems on account of blind reliance of AI, subsequently taking measures to find a avoid such incidents to save business face by re-looking at all things from hiring to people practices. Personally FinOps is something that I have my eye on incorporating it to the data for making calibrated bets on decisions I make. For the past year, I have been talking and blogging on this subject on the need to focus on alternatives as backup plan instead of relying solely on one vendor. We witnessed vendor lock-in nightmares repeated...

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. ...

Pro-Grade Java Development in Claude Code - Beyond Grep with LSP

In the world of AI driven coding, context is currency. Most developers run Claude Code (CC) in its "out-of-the-box" state, relying on the agent's internal grep tool to navigate codebases. While Claude is brilliant, grep is a blunt instrument. To transform CC into a true "Senior Pair Programmer," you need to bridge the gap between Pattern Matching and Semantic Understanding . This is where the Language Server Protocol (LSP) and Eclipse JDT.LS come in. 🧠 Why the "LLM is Smart Enough" Argument Fails A common misconception is that the LLM's reasoning capabilities negate the need for local tooling. This is incorrect for two critical reasons: The Noise Tax: When you ask CC to "find all usages of a method," grep returns every string match, including Javadocs, logs, and commented-out code. This "noise" is sent to the LLM, consuming thousands of unnecessary tokens and increasing the risk of the model losing the ...

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 ...

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...

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