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Suraj Deshmukh | सुरज देशमुख

@suraj.io

@Coreweave | ex-@Microsoft.com ex-@kinvolkio ex-@RedHat | bibliophile | He/Him | Opinions are my own.

169 Posts213 Follower302 Folgt
Suraj Deshmukh | सुरज देशमुख@suraj.io · 2mo ago

AI agents are churning out massive PRs, accelerating our output but skyrocketing a new problem:Cognitive Debt. I wrote about the "Ironies of AI Coding," why we are losing our mental models, & how I built an AI-powered visual PR dashboard to get them back suraj.io/post/2026/ir...

The Ironies of AI Coding: Combating Cognitive Debt with Visual PRs

AI agents churn out massive PRs, accelerating output but compounding cognitive debt. Here's the visualization skill I built to rebuild my mental models.

suraj.io

Suraj Deshmukh | सुरज देशमुख@suraj.io · 3mo ago

1/n We need to start talking about "KV Cache Engineering." The efficiency of any LLM serving system hinges on how it manages the KV cache—where to place it, how to discover it, and how long to keep it alive. Yet, most inference systems out there don't give clients the control they need.

Suraj Deshmukh | सुरज देशमुख@suraj.io · 3mo ago

Using Claude Code: The unreasonable effectiveness of HTML How and why members of the Claude Code team use HTML instead of Markdown to produce richer, more readable, and easily shareable outputs. claude.com/blog/using-c...

Using Claude Code: The unreasonable effectiveness of HTML | Claude

How and why members of the Claude Code team use HTML instead of Markdown to produce richer, more readable, and easily shareable outputs.

claude.com

Suraj Deshmukh | सुरज देशमुख@suraj.io · 6mo ago

Apple has a new native container CLI for macOS! Run Linux containers without Docker Desktop—with sub-second startup times. 🚀 My guide covers setup, resource limits, and fixing macOS firewall blocks: 🔗 suraj.io/post/2026/us... #macOS #Containers

Running Linux Containers Natively on macOS with Apple's Container CLI

Learn how to use Apple's container CLI tool to run Linux containers as lightweight VMs on macOS with sub-second startup times

suraj.io

Suraj Deshmukh | सुरज देशमुख@suraj.io · 6mo ago

1/n 📚 Made something for fellow book nerds using Openclaw: A Goodreads skill that lets your AI agent search for books, pull up details & reviews, get personalized recommendations, and manage your reading lists — all through natural language.

goodreads — ClawHub

Search for books, get book details and reviews, discover personalized recommendations, and manage reading lists on Goodreads — all through browser automation.

clawhub.ai