Sudarshan Koirala
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Writing on AI engineering, data science, LLMs, and the tools I use every day - here and on Medium.

OpenWiki: A Memory Layer for Your AI Coding Agent
AI Tools Jul 12, 2026 Medium

OpenWiki: A Memory Layer for Your AI Coding Agent

Claude Code Worktrees: Run Parallel AI Coding Sessions Without Conflicts
AI Tools Jul 9, 2026 Medium

Claude Code Worktrees: Run Parallel AI Coding Sessions Without Conflicts

What Is LTAP? Databricks Rethinks the Database From Storage Up
Databricks Jul 4, 2026 Medium

What Is LTAP? Databricks Rethinks the Database From Storage Up

The Databricks Genie Family, Explained
Databricks Jul 4, 2026

The Databricks Genie Family, Explained

Databricks Genie isn't one product - it's a family of AI assistants, each built for a different job. Here's a quick, friendly tour of who's who.

Omnigent: The Meta-Harness for All Your AI Agents
Databricks Jul 3, 2026 Medium

Omnigent: The Meta-Harness for All Your AI Agents

Prompt vs Context vs Harness Engineering: The Three Layers Around Every AI Model
LLMs & RAG Jul 2, 2026 Medium

Prompt vs Context vs Harness Engineering: The Three Layers Around Every AI Model

Claude Tag: How Anthropic Wants You to Put Claude to Work Right Inside Slack
AI Tools Jun 26, 2026 Medium

Claude Tag: How Anthropic Wants You to Put Claude to Work Right Inside Slack

Loop Engineering: The New Hype
AI Tools Jun 24, 2026 Medium

Loop Engineering: The New Hype

Amazon Bedrock AgentCore Gateway: One Door for All Your MCP Servers
AI Tools Jun 21, 2026 Medium

Amazon Bedrock AgentCore Gateway: One Door for All Your MCP Servers

ParseBench from LlamaIndex: How to Actually Test if Your Document Parser Is Agent-Ready
AI Tools Jun 20, 2026 Medium

ParseBench from LlamaIndex: How to Actually Test if Your Document Parser Is Agent-Ready

Forward Deployed Engineer: The Hottest Job in AI, Explained
Engineering Jun 19, 2026 Medium

Forward Deployed Engineer: The Hottest Job in AI, Explained

KIRO for Complete Beginners
AI Tools May 17, 2026

KIRO for Complete Beginners

KIRO is an AI-powered code editor by Amazon that plans before it codes. Here's everything you need to get started.

Mastering Agent Skills for Data Science with Claude.ai
AI Tools Feb 1, 2026

Mastering Agent Skills for Data Science with Claude.ai

Create reusable AI skills for Exploratory Data Analysis and Excel reporting - no coding required.

Reasoning RAG - 100% Private
LLMs & RAG Feb 20, 2025

Reasoning RAG - 100% Private

Combining RAG with reasoning LLMs for more reliable, transparent document Q&A - fully private and local.

© 2026 Sudarshan Koirala
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