GreyNeurons (@rkanadedev) profile picture

GreyNeurons

@rkanadedev

CTO | CISO | Writer Newsletter : https://xitter.cf/t.co/xVJ94cXZDj Medium : https://xitter.cf/t.co/U8rwN5zB0b

 india
greyneuronsconsulting.com
Joined January 2025
  • Tweets29
  • Following19
  • Followers2
Got Ollama running on WSL! Wrote up the full guide: install, model runs, config tips, and what actually works. Spoiler: Real-time chat isn’t quite there yet, but async local LLM use cases? Promising. Write-up here 👇 medium.com/@rkanade/running-… #LLM #WSL #Ollama #AIInfra

Running LLMs Locally with Ollama: No GPU, No Cloud, No Excuses

Build, test, and run AI models on your own machine using WSL2 — minimal setup, maximum control.

rkanade.medium.com
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The #Code Whisperers: How Specialized coding #LLMs are different medium.com/p/the-code-whispe…
From Tedious Text to Polished #HTML: Automating Your #Blog with a Local #LLM using #ollama medium.com/p/from-tedious-te…

From Tedious Text to Polished HTML: Automating Your Blog with a Local LLM

Medium is great for publishing, but it doesn’t give you a straightforward way to export a single post as HTML. If your site is static, like…

rkanade.medium.com
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No subscription. No limits. Just AI tools that help you build real stuff fast. Here’s a behind-the-scenes look at the stack that’s quietly powering my new projects. medium.com/p/this-free-ai-st… #AI #Google #Python #Software #HRtech
This Free AI Stack Helped Me Build few Hiring Tools in a Weekend

This Free AI Stack Helped Me Build few Hiring Tools in a Weekend

No subscription. No limits. Just AI tools that help you build real stuff fast. Here’s a behind-the-scenes look at the stack that’s quietly…

rkanade.medium.com
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I just published Replacing Junior Devs with GPT-4 Turbo? I Ran the Numbers So You Don’t Have To medium.com/p/replacing-junio… #AI #ChatGPT #SoftwareJobs

Replacing Junior Devs with GPT-4 Turbo? I Ran the Numbers So You Don’t Have To

From token costs to capability gaps, here’s what AI gets right — and where you’ll still need real people.

rkanade.medium.com
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GreyNeurons retweeted
dax (@thdxr) profile picture
dax
@thdxr12 Jun 2025
yeah we need to invent a brand new field that focuses on organizing lots of code in ways that have hierarchy and patterns that can be managed by intelligence that is limited eventually you might see people specializing in this field and companies hiring for it
Garry Tan (@garrytan) profile pictureGarry Tan
@garrytan11 Jun 2025
AI coding agents hit a wall when codebases get massive. Even with 2M token context windows, a 10M line codebase needs 100M tokens. The real bottleneck isn't just ingesting code - it's getting models to actually pay attention to all that context effectively.
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I just published How I Built a Reusable Social-Share Web Component with #ChatGPT in 17 Minutes medium.com/p/how-i-built-a-r… #ai #javaScript #SoftwareDevelopment #vibecoding #WebDev
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In 2012, #Microsoft engineer Bill Baker first used the pets vs. cattle analogy in his "Scaling SQL Server 2012" presentation? More Then One Decade In: Why App #Servers Are Cattle, but #Databases Still Feel Like Pets medium.com/p/more-then-one-d… #softwaredeveloper #devops #Cloud
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#PostgreSQL internals, #Git sanity, #AI chip wars & legacy #code scars—this one’s packed. rkanade.medium.com/engineeri… #DevLife
Engineering by Defaults, Design, and Discipline

Engineering by Defaults, Design, and Discipline

Git configs that make sense, PostgreSQL architecture made simple, and 13 engineering laws that hit too close to home

rkanade.medium.com
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I just set up Snipe-IT, an open-source asset management system, using #Docker on #WSL. Clean, fast, and perfect for #SMBs or solo IT admins. If you’re building a #NIST-aligned #security stack, this is step one. medium.com/p/getting-started… #CyberSecurity #opensource #compliance
Getting Started with Snipe-IT: Open Source Asset Management for SMBs

Getting Started with Snipe-IT: Open Source Asset Management for SMBs

Before firewalls or fancy tools, start with the basics: know what assets you own.

rkanade.medium.com
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Exploring #programming language trends, Figma’s #database scaling, and side-by-side LLM testing — plus the #Linux terminal cow you didn’t know you needed - medium.com/@rkanade/programm… #postgres #devops #figma
Programming, Production and a Talking Cow

Programming, Production and a Talking Cow

Exploring language trends, Figma’s database scaling, and side-by-side LLM testing — plus the terminal cow you didn’t know you needed

rkanade.medium.com
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Hey I tried building AWS graviton savings calculator using both chatgpt4o and Claude 3.7 sonnet. Claude wins hands down. Check it out at medium.com/p/claude-3-7-vs-c… #AI #chatgpt4o #Claude #AWS #javascript
Claude 3.7 vs ChatGPT: A Hands-On Comparison for AWS Graviton Calculator Development

Claude 3.7 vs ChatGPT: A Hands-On Comparison for AWS Graviton Calculator Development

A real-world comparison using client-side JavaScript, Graviton instances, and vibe coding workflows.

rkanade.medium.com
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Not Dead Yet: Why C Still Fights, Rust Isn’t a Sure Thing, and AI Isn’t Magic medium.com/p/not-dead-yet-wh… #c #c++ #rust #ai
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Ever wonder how the Cursor AI code editor works under the hood? Roman Imankulov offers a behind-the-scenes tour, explaining how it transforms your vague coding requests into precise file changes. 👉 roman.pt/posts/cursor-under-… #AI #cursor #SoftwareDevelopment
Cursor Under the Hood

Cursor Under the Hood

Exploring what Cursor, the AI Code Editor, is doing under the hood when you ask it to write code

roman.pt
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If I had to pick just one ritual and one metric to boost delivery, it’d be: Ritual: Daily standups Metric: Work In Progress (WIP) per developer — keep it between 1.0 and 1.25 WIP = Total open work items / # of developers Teams that keep WIP under control ship faster
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Got Ollama running on WSL! Wrote up the full guide: install, model runs, config tips, and what actually works. Spoiler: Real-time chat isn’t quite there yet, but async local LLM use cases? Write-up here 👇 medium.com/@rkanade/running-… #LLM #WSL #Ollama #AIInfra

Running LLMs Locally with Ollama: No GPU, No Cloud, No Excuses

Build, test, and run AI models on your own machine using WSL2 — minimal setup, maximum control.

rkanade.medium.com
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GreyNeurons retweeted
GreyNeurons (@rkanadedev) profile picture
GreyNeurons@rkanadedev26 Mar 2025
Got Ollama running on WSL! Wrote up the full guide: install, model runs, config tips, and what actually works. Spoiler: Real-time chat isn’t quite there yet, but async local LLM use cases? Promising. Write-up here 👇 medium.com/@rkanade/running-… #LLM #WSL #Ollama #AIInfra

Running LLMs Locally with Ollama: No GPU, No Cloud, No Excuses

Build, test, and run AI models on your own machine using WSL2 — minimal setup, maximum control.

rkanade.medium.com
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Sharing four picks: an agile habit that actually works, an easy AWS cost saver, spotting trustworthy open source tools, & MySQL tip to save you hours of tuning medium.com/p/agile-wins-arm-… #AWS #MySQL #cybersecuritytips #OpenSource
Agile Wins, ARM Savings, Secure Open Source, and Smarter MySQL -All in One Dispatch

Agile Wins, ARM Savings, Secure Open Source, and Smarter MySQL -All in One Dispatch

Every week, I come across a handful of things that make me pause and think, “More dev teams should know this.” Sometimes it’s a tiny…

rkanade.medium.com
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We asked #ChatGPT for a serverless Like button. It gave us code. We tested. It failed. After hours of debugging, we realized: #AI confidence can be deceiving. Cross-check, validate, and don’t let AI gaslight you! Read more at rkanade.medium.com/we-truste…
We Trusted ChatGPT to Build a Like Button — Here’s What Happened

We Trusted ChatGPT to Build a Like Button — Here’s What Happened

A deep dive into how AI’s confidence led us on a wild goose chase — and what we learned from it.

rkanade.medium.com
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The #AI Revolution in #Software Development: Why Thinking Matters More Than Typing medium.com/p/the-ai-revoluti… #coding #programmer #SoftwareDevelopment #SoftwareEngineer
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