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

Pre Final Year CSE AIML

Pronouns

He/Him

Work

Community Contributor At GitLab

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

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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

Pavan Kumar Sadashiv

Oct 19

The 25-Year Velocity Gap: Why the Indian Engineering Ecosystem Is Technically Lagging

#education #career #india #tech

3 min read

Pavan Kumar Sadashiv

Oct 19

Exposing the Placement Scam: How Higher Education Manipulates Job Statistics

#education #career #tech #university

3 min read

Pavan Kumar Sadashiv

Oct 19

Unspoken Truths: What Universities Aren't Telling You About AI

#ai #education #career #tech

3 min read

Pavan Kumar Sadashiv

Oct 19

The Unfixable Countdown: A Calendar of Human-Made Irreversible Collapse

#tech #security #ai #quantum

4 min read

Pavan Kumar Sadashiv

Oct 19

The Countdown to the Crypto Apocalypse: Timeline and Emergency Survival Playbook

#crypto #security #web3 #quantum

3 min read

Pavan Kumar Sadashiv

Oct 19

Big Tech vs. Q-Day: Will FAANG / Big Tech Face a 100% Loss?

#tech #security #cloud #quantum

3 min read

Pavan Kumar Sadashiv

Oct 19

The Crypto Apocalypse: Quantifying the Financial and Functional Losses of Q-Day

#crypto #blockchain #web3 #quantum

3 min read

Pavan Kumar Sadashiv

Oct 19

The Silent Failure: Why Artificial Intelligence Will Collapse on Q-Day

#ai #cybersecurity #quantum #architecture

3 min read

Pavan Kumar Sadashiv

Oct 19

Preparing for Q-Day: A Developer's Guide to Post-Quantum Cryptography (PQC)

#security #cryptography #webdev #architecture

2 min read

Pavan Kumar Sadashiv

Oct 19

Q-Day is Coming: Why Fault-Tolerant Quantum Computing Will Break Modern Cryptography

#cybersecurity #quantum #cryptography #web3

2 min read

Pavan Kumar Sadashiv

Oct 18

Why I Cryptographically Signed & Patented My Commercial Profile Picture (RSA-4096 + Ed25519)

#security #cryptography #opensource #github

2 min read

Pavan Kumar Sadashiv

Oct 16

Securing the Software Supply Chain: Generating SBOMs & SLSA Provenance in GitLab CI/CD

#security #gitlab #devops #opensource

3 min read

Pavan Kumar Sadashiv

Oct 16

Testing Across Everything: Mastering Matrix Builds & Parallelism in GitLab CI/CD

#gitlab #cicd #testing #devops

3 min read

Pavan Kumar Sadashiv

Oct 16

Architecting Real-Time Streaming in DevOps: Server-Sent Events, WebSockets & MCP in GitLab

#gitlab #ai #webdev #architecture

4 min read

Pavan Kumar Sadashiv

Oct 16

Zero-Secret Pipelines: Hardening GitLab CI/CD with OIDC & HashiCorp Vault

#gitlab #security #devops #cicd

3 min read

Pavan Kumar Sadashiv

Oct 16

GitLab Duo vs. GitHub Copilot: An Architectural Deep-Dive from an Open-Source Contributor

#gitlab #github #ai #programming

4 min read

Pavan Kumar Sadashiv

Oct 16

Eliminating Flaky Tests in GitLab CI/CD: Predictive Selection, Quarantining & JUnit Reports

#gitlab #testing #cicd #devops

3 min read

Pavan Kumar Sadashiv

Oct 16

Production GitOps with GitLab: Continuous Delivery with the GitLab Agent for Kubernetes

#kubernetes #gitlab #gitops #devops

4 min read

Pavan Kumar Sadashiv

Oct 16

Reusable Pipelines Done Right: Building Typed GitLab CI/CD Components for the CI/CD Catalog

#gitlab #cicd #devops #opensource

4 min read

Pavan Kumar Sadashiv

Oct 16

Mastering Monorepos in GitLab CI/CD: Dynamic Child Pipelines & Path-Based Triggers

#gitlab #cicd #devops #architecture

4 min read

Pavan Kumar Sadashiv

Oct 16

Slashing GitLab CI/CD Build Times by 80%: Container Registry Caching & Dependency Proxy

#gitlab #docker #cicd #devops

4 min read

Pavan Kumar Sadashiv

Oct 16

Zero-Downtime Database Migrations: Lessons from GitLab's PostgreSQL Architecture

#postgres #gitlab #database #backend

4 min read

Pavan Kumar Sadashiv

Oct 16

Benchmarking Model Context Protocol (MCP) in GitLab: Why AI Agents Are Leaving REST Behind

#ai #gitlab #mcp #webdev

4 min read

Pavan Kumar Sadashiv

Oct 16

Automated Releases Without Node.js: Using GitLab's Native Release CLI & Git Trailers

#gitlab #cicd #devops #git

3 min read

Pavan Kumar Sadashiv

Oct 16

Supercharging Code Reviews: Deploying Ephemeral Environments with GitLab Review Apps

#gitlab #cicd #devops #webdev

3 min read

Pavan Kumar Sadashiv

Oct 16

Automated DevSecOps: Implementing SAST & Secret Detection in GitLab CI/CD

#gitlab #security #devops #cicd

3 min read

Pavan Kumar Sadashiv

Oct 16

Hybrid GitLab CI/CD: Orchestrating macOS Apple Silicon & Windows 11 VM Runners

#gitlab #cicd #devops #macos

3 min read

Pavan Kumar Sadashiv

Oct 16

Zero-Cloud AI Code Review: Connecting Self-Hosted GitLab to Local CUDA LLM Runtimes

#gitlab #ai #cuda #selfhosted

4 min read

Pavan Kumar Sadashiv

Oct 16

Building an Automated Engineering Telemetry Pipeline with GitLab CI/CD

#gitlab #cicd #devops #automation

3 min read

Pavan Kumar Sadashiv

Oct 16

The Fast-Track Playbook to Becoming a GitLab Core Contributor

#gitlab #opensource #career #programming

4 min read

Pavan Kumar Sadashiv

Oct 16

The Ultimate Dual-Push Workflow: Seamlessly Syncing GitHub and GitLab with a Single Command

#git #gitlab #github #devops

4 min read

Pavan Kumar Sadashiv

Oct 16

Solving x509 Self-Signed Certificate Errors in Dockerized GitLab & Mattermost

#docker #gitlab #devops #security

4 min read

Pavan Kumar Sadashiv

Oct 16

Inside GitLab AI Gateway: How to Register Next-Gen LLMs with GitLab Duo

#gitlab #ai #machinelearning #opensource

5 min read

Pavan Kumar Sadashiv

Oct 16

Connecting AI Agents to GitLab: How I Implemented MCP Resources in GitLab Core

#gitlab #ai #opensource #webdev

5 min read

Pavan Kumar Sadashiv

Oct 10

5 Simple GitLab CI/CD Pipeline Optimizations to Speed Up Your Builds

#gitlab #devops #cicd #productivity

2 min read

Writing Debut

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