Pavan Kumar Sadashiv

Software Engineer | Backend, Developer Tooling & AI Agent Systems (Ruby on Rails, TS, Python, Go, MCP). Active GitLab Community Contributor across Core, gitlab-lsp, AI Gateway, and Terraform Provider.

India,Mangalore Joined on Oct 10, 2026 https://hrlpavan.github.io/hrl-international-website-/

Education

Computer Science and Engineering (Artificial Intelligence and Machine Learning)

Pronouns

He/Him

Work

Community Contributor At GitLab

Pavan Kumar Sadashiv

Nov 11

Part 10: High-Impact Bug Fixes Across GitLab & Mastering Upstream Maintainer Review Etiquette

#gitlab #opensource #ruby #architecture

4 min read

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Pavan Kumar Sadashiv

Nov 11

Part 9: Surviving GitLab's CI/CD, Dangerfile, Trailers, omniscient_classes & Predictive Pipelines

#gitlab #cicd #devops #ruby

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 8: Consolidating SavePipelineService & Scoping Active-Pipeline Polling Hints in GitLab MCP

#gitlab #ruby #cicd #ai

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 7: Self-Correcting MCP Errors, Required-Param Prompts & Strict JSON Schema Fixes in GitLab

#gitlab #ai #ruby #api

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 6: Sequential Patch Edits (description_edits) & Whole-Document Quick-Action Defense in MCP save_work_item

#gitlab #ruby #security #ai

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 5: Catching Vacuous RSpec Mocks & Adapting to Mid-Flight Feature Flag Cleanups (SecretsHelperSpec)

#gitlab #testing #rspec #ruby

4 min read

Pavan Kumar Sadashiv

Nov 11

Part 4: Exposing Grape REST Endpoints to GitLab's MCP Server — list_pipeline_schedules, Annotations & Auth Spec Traps

#gitlab #ruby #api #ai

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 3: Supporting Non-ASCII Branch Names in GitLab Workspaces — AppSec CWE-78 & CWE-116 Deep Dive

#gitlab #security #ruby #devsecops

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 2: Decoupling EE::Group URL Routing into Ai::DuoSettings::Paths Across 22 Files

#gitlab #ruby #rails #architecture

5 min read

Pavan Kumar Sadashiv

Nov 11

Part 1: Taming GitLab's EE::Project God Object — Extracting Ai::Catalog and Dodging the let_it_be Trap

#gitlab #ruby #rails #architecture

6 min read

Pavan Kumar Sadashiv

Nov 10

tools and extensions

1 min read

Pavan Kumar Sadashiv

Nov 9

Zero to $15k

5 min read

Pavan Kumar Sadashiv

Nov 9

Scaffolding KiCad-MCP-Bridge: How We Built a Distributed AI PCB Engine (And Solved the Lab Security Problem)

#ai #hardware #python #opensource

7 min read

Pavan Kumar Sadashiv

Nov 8

GitLab Contributor Work Queue

#git #opensource #softwaredevelopment

5 min read

Pavan Kumar Sadashiv

Nov 8

GitLab Issue Queue

#agents #git #opensource #softwaredevelopment

4 min read

Pavan Kumar Sadashiv

Nov 8

Where Did My 256GB Mac SSD Go? Hunting 50+ GB of Hidden Developer Junk & Ghost Files

#macos #devtools #productivity #webdev

5 min read

Pavan Kumar Sadashiv

Nov 7

HRL International Private Limited

8 min read

Pavan Kumar Sadashiv

Nov 7

Viral Stock Market

9 min read

Pavan Kumar Sadashiv

Nov 6

Top 10 Viral AI Developer Products

15 min read

Pavan Kumar Sadashiv

Nov 5

Enterprise Product Captions & Launch Copy Vault

7 min read

Pavan Kumar Sadashiv

Nov 5

Image Prompts Guide

#ai #design

8 min read

Pavan Kumar Sadashiv

Nov 5

How We Built AAROGYASETU: The 2G Telemedicine Platform That Won Our Hackathon (Windows Setup & Presentation Guide)

#webdev #react #python #hackathon

6 min read

Pavan Kumar Sadashiv

Nov 3

Potential Reclaimable Space

#productivity #tools

7 min read

Pavan Kumar Sadashiv

Nov 2

Top 10! High-Yield Technical Articles for GitLab Contributor

6 min read

Pavan Kumar Sadashiv

Nov 1

How to Get Your GitLab Merge Requests Reviewed & Merged: A Practical Guide

#gitlab #opensource #git #programming

4 min read

Pavan Kumar Sadashiv

Nov 1

Building an NVIDIA-Grade GPU on a $0.15 RISC-V MCU

4 min read

Pavan Kumar Sadashiv

Nov 1

Building an NVIDIA-Grade GPU Power Coprocessor on a $0.15 RISC-V MCU

#riscv #embedded #c #hardware

1 min read

Pavan Kumar Sadashiv

Nov 1

Prompting on a MacBook Air, Executing on Windows: Building a Remote MCP Infrastructure for Cadence Allegro X

#ai #automation #devtools #architecture

3 min read

Pavan Kumar Sadashiv

Oct 31

Kali Linux on Apple Silicon

#cybersecurity #linux #security #tutorial

4 min read

Pavan Kumar Sadashiv

Oct 31

OpenGalvoCal

#software #architecture #hardware #opensource

12 min read

Pavan Kumar Sadashiv

Oct 31

Machine Learning From Scratch in Pure C: Module I — Supervised Learning & Foundations

#c #machinelearning #algorithms #computerscience

11 min read

Pavan Kumar Sadashiv

Oct 29

The AI Infrastructure Playbook: Building a Generational Deep-Tech Company

#ai #systems #startup #architecture

4 min read

Pavan Kumar Sadashiv

Oct 29

Contributing to GitLab & MCP: Lessons from a Week of Upstream Open-Source Engineering

#gitlab #opensource #ruby #ai

4 min read

Pavan Kumar Sadashiv

Oct 27

Official Corporate Standard & Future Role Ingestion Specification

6 min read

Pavan Kumar Sadashiv

Oct 27

GitLab Notification

#git #opensource #productivity #softwareengineering

5 min read

Pavan Kumar Sadashiv

Oct 27

Machine Learning From Scratch in Pure C: Module I — Supervised Learning & Foundations

#c #machinelearning #algorithms #computerscience

11 min read

Pavan Kumar Sadashiv

Oct 27

Zero-Touch Open Source: How I Automated My GitLab MRs from Email to Merge Train with Antigravity IDE & CodeRabbit

#gitlab #opensource #ai #devops

5 min read

Pavan Kumar Sadashiv

Oct 27

Autonomous GitLab MR Resolution

#agents #automation #devops #git

4 min read

Pavan Kumar Sadashiv

Oct 27

Implementing K-Means & Hierarchical Clustering in Pure C for Customer Segmentation

#c #machinelearning #algorithms #datascience

10 min read

Pavan Kumar Sadashiv

Oct 26

AquaAirX MATSYA Challenge 2026: Phase 1 Idea & Solution Report

#hackathon #marine #iot #edgeai

12 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA-Node: Exact Hardware Component Count & Procurement Checklist

#hardware #iot #electronics #hackathon

4 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA-Node: Complete System Architecture, Hardware Selection & Working Mechanism

#iot #edgeai #hardware #marine

8 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA-Node: Complete Submerged Hardware Architecture & Marine Components

#hardware #iot #marine #hackathon

4 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA-Node: Resolving the 3 Critical Field Questions (Weight, Camera Placement & Net Drop Detection)

#edgeai #iot #fisheries #hackathon

5 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA-Node: Our 4-Tier Core System Architecture to Win MATSYA 2026

#architecture #iot #edgeai #marine

5 min read

Pavan Kumar Sadashiv

Oct 26

MATSYA 2026 Winning Playbook: Everything Our Team Needs to Know (5-Min Read)

#hackathon #marine #ai #iot

7 min read

Pavan Kumar Sadashiv

Oct 26

How I Reclaimed 25+ GB of "Hidden" Developer Cruft on My MacBook (Without Sketchy Cleaner Apps)

#macos #devops #productivity #webdev

4 min read

Pavan Kumar Sadashiv

Oct 26

How I Tracked Down and Fixed Mystery Overheating & CPU Leaks on macOS

#macos #devops #productivity #tooling

4 min read

Pavan Kumar Sadashiv

Oct 25

Why HRL Ships 100x Faster Than Traditional Developers at GitLab: The Secret of Agentic Engineering

#gitlab #opensource #productivity #programming

5 min read

Pavan Kumar Sadashiv

Oct 25

How I Shipped 15 Green MRs to GitLab in One Day: Inside Our Modern Contributor Tech Stack

#gitlab #opensource #webdev #programming

4 min read

Pavan Kumar Sadashiv

Oct 25

Comparing 3 Face Recognition Approaches in Pure Python (Zero Libraries Needed!)

#python #machinelearning #computervision #beginners

2 min read

Pavan Kumar Sadashiv

Oct 25

Comparing 3 Face Recognition Approaches in Python: Eigenfaces (PCA), LBPH, and DeepFace

#python #machinelearning #computervision #opencv

4 min read

Pavan Kumar Sadashiv

Oct 25

GitLab Level 4 Execution Status

5 min read

Pavan Kumar Sadashiv

Oct 25

GitLab Notification

3 min read

Pavan Kumar Sadashiv

Oct 24

GitLab Level 4

#git #opensource #productivity #softwaredevelopment

5 min read

Pavan Kumar Sadashiv

Oct 24

Plan to Hit GitLab Level 4

#devops #git #opensource #productivity

4 min read

Pavan Kumar Sadashiv

Oct 23

Orchestrating Development

#agents #ai #automation #softwaredevelopment

2 min read

Pavan Kumar Sadashiv

Oct 21

The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI

#gitlab #devops #ai #productivity

5 min read

Pavan Kumar Sadashiv

Oct 21

The GitLab Way: How We Scaled Autonomous Problem-Solving with MVC, Boring Solutions, and the GitLab CLI

#gitlab #devops #ai #productivity

5 min read

Pavan Kumar Sadashiv

Oct 21

Antigravity Rules

2 min read

2 Week Community Wellness Streak

1 Week Community Wellness Streak

Writing Debut

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