Forem

Harish Kotra (he/him) profile picture

Harish Kotra (he/him)

I do/build: Chatbots | Hackathons | WordPress | Developer Events | Web & Mobile Apps

Location Hyderabad, India Joined Joined on  Personal website https://harishkotra.me github website

Education

Computer Science Engineering

Pronouns

he/him

Work

Developer Relations Lead at Gaia (gaianet.ai)

Agentic Postgres Challenge Completion
Seven Year Club
Six Year Club
Stellar Smart Contract Challenge Completion Badge
Writing Debut
Five Year Club
Four Year Club
Three Year Club
Two Year Club
One Year Club
Urban Recon: Breaking through the Grid with Local Vision AI
Cover image for Urban Recon: Breaking through the Grid with Local Vision AI

Urban Recon: Breaking through the Grid with Local Vision AI

1
Comments
2 min read

Want to connect with Harish Kotra (he/him)?

Create an account to connect with Harish Kotra (he/him). You can also sign in below to proceed if you already have an account.

Already have an account? Sign in
Inside Agent Arcade: Building a Real-Time AI Benchmarking Arena
Cover image for Inside Agent Arcade: Building a Real-Time AI Benchmarking Arena

Inside Agent Arcade: Building a Real-Time AI Benchmarking Arena

1
Comments
2 min read
Building Wordle Agent Duel: How I Made AI Models Compete at Word Games
Cover image for Building Wordle Agent Duel: How I Made AI Models Compete at Word Games

Building Wordle Agent Duel: How I Made AI Models Compete at Word Games

1
Comments
5 min read
Building "Prison Break AI": Local-first Agent Planning + LLM Fallback
Cover image for Building "Prison Break AI": Local-first Agent Planning + LLM Fallback

Building "Prison Break AI": Local-first Agent Planning + LLM Fallback

Comments
2 min read
The Power of Local-Edge AI: Building a Private Mission Console with RunAnywhere and Ollama
Cover image for The Power of Local-Edge AI: Building a Private Mission Console with RunAnywhere and Ollama

The Power of Local-Edge AI: Building a Private Mission Console with RunAnywhere and Ollama

1
Comments
4 min read
Under the Hood of DocsAI
Cover image for Under the Hood of DocsAI

Under the Hood of DocsAI

Comments
2 min read
SkySwarm: When Autonomous Agents Take Over the Virtual Skies
Cover image for SkySwarm: When Autonomous Agents Take Over the Virtual Skies

SkySwarm: When Autonomous Agents Take Over the Virtual Skies

Comments
3 min read
Building a Real-Time Gamified Posture AI with the Vision Agents SDK ⚔️🪑
Cover image for Building a Real-Time Gamified Posture AI with the Vision Agents SDK ⚔️🪑

Building a Real-Time Gamified Posture AI with the Vision Agents SDK ⚔️🪑

Comments
4 min read
Exploring Emergence: Building a 100-Agent City Simulation with Local LLMs
Cover image for Exploring Emergence: Building a 100-Agent City Simulation with Local LLMs

Exploring Emergence: Building a 100-Agent City Simulation with Local LLMs

Comments
3 min read
How I Built Swarm DJ: A Multi-Agent AI System Performing Live Electronic Music 🎧
Cover image for How I Built Swarm DJ: A Multi-Agent AI System Performing Live Electronic Music 🎧

How I Built Swarm DJ: A Multi-Agent AI System Performing Live Electronic Music 🎧

2
Comments
3 min read
How I Built AgentOffice: Self-Growing AI Teams in a Pixel-Art Virtual Office
Cover image for How I Built AgentOffice: Self-Growing AI Teams in a Pixel-Art Virtual Office

How I Built AgentOffice: Self-Growing AI Teams in a Pixel-Art Virtual Office

4
Comments
5 min read
SwarmMind: Local Multi‑Agent Content Pipelines with Ollama + Walkie
Cover image for SwarmMind: Local Multi‑Agent Content Pipelines with Ollama + Walkie

SwarmMind: Local Multi‑Agent Content Pipelines with Ollama + Walkie

1
Comments
3 min read
Building an Autonomous LLM Society with NanoClaw & Ollama
Cover image for Building an Autonomous LLM Society with NanoClaw & Ollama

Building an Autonomous LLM Society with NanoClaw & Ollama

Comments
3 min read
Building a Fully Local, Offline Trading Research Memory Agent with Zvec
Cover image for Building a Fully Local, Offline Trading Research Memory Agent with Zvec

Building a Fully Local, Offline Trading Research Memory Agent with Zvec

Comments
3 min read
Building SwapShield: A Gasless & MEV-Protected Trading Analyzer using the Uniswap API
Cover image for Building SwapShield: A Gasless & MEV-Protected Trading Analyzer using the Uniswap API

Building SwapShield: A Gasless & MEV-Protected Trading Analyzer using the Uniswap API

Comments
3 min read
I Built a Local LLM Evaluator That Compares Models Side-by-Side - Here's How
Cover image for I Built a Local LLM Evaluator That Compares Models Side-by-Side - Here's How

I Built a Local LLM Evaluator That Compares Models Side-by-Side - Here's How

1
Comments
7 min read
Building a Human-in-the-Loop Travel Agent with LangGraph.js
Cover image for Building a Human-in-the-Loop Travel Agent with LangGraph.js

Building a Human-in-the-Loop Travel Agent with LangGraph.js

Comments
3 min read
Building a Private, Local-First AI Scribe with RunAnywhere SDK
Cover image for Building a Private, Local-First AI Scribe with RunAnywhere SDK

Building a Private, Local-First AI Scribe with RunAnywhere SDK

Comments
3 min read
Building a Unified AI Gateway: "Ollama First" Architecture
Cover image for Building a Unified AI Gateway: "Ollama First" Architecture

Building a Unified AI Gateway: "Ollama First" Architecture

1
Comments
2 min read
Building a Local-First Resume Analyzer Agent with Gemma 3 and LangExtract
Cover image for Building a Local-First Resume Analyzer Agent with Gemma 3 and LangExtract

Building a Local-First Resume Analyzer Agent with Gemma 3 and LangExtract

Comments
3 min read
How I Built a Bloomberg Terminal Clone with AIsa.one and Kimi K2.5
Cover image for How I Built a Bloomberg Terminal Clone with AIsa.one and Kimi K2.5

How I Built a Bloomberg Terminal Clone with AIsa.one and Kimi K2.5

1
Comments
5 min read
Building an AI Architecture Generator with Ollama and draw.io MCP
Cover image for Building an AI Architecture Generator with Ollama and draw.io MCP

Building an AI Architecture Generator with Ollama and draw.io MCP

Comments
2 min read
Implementing A/B Testing for Prompts in LangChain
Cover image for Implementing A/B Testing for Prompts in LangChain

Implementing A/B Testing for Prompts in LangChain

1
Comments
1 min read
Runtime Hyperparameter Tuning in LangChain
Cover image for Runtime Hyperparameter Tuning in LangChain

Runtime Hyperparameter Tuning in LangChain

Comments
2 min read
Building "memMesh": A Multi-Agent System with Shared Memory (memU)
Cover image for Building "memMesh": A Multi-Agent System with Shared Memory (memU)

Building "memMesh": A Multi-Agent System with Shared Memory (memU)

1
Comments
3 min read
How to Dynamically Switch Local LLMs with LangChain
Cover image for How to Dynamically Switch Local LLMs with LangChain

How to Dynamically Switch Local LLMs with LangChain

2
Comments
2 min read
How I Built a Lightning-Fast Local RAG with Cosdata and Ollama
Cover image for How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

How I Built a Lightning-Fast Local RAG with Cosdata and Ollama

1
Comments
2 min read
Why I Built "DevPulse": A Privacy-First, AI-Powered Reader (That Actually Runs Locally)
Cover image for Why I Built "DevPulse": A Privacy-First, AI-Powered Reader (That Actually Runs Locally)

Why I Built "DevPulse": A Privacy-First, AI-Powered Reader (That Actually Runs Locally)

Comments
2 min read
Building an Autonomous AI Agent Marketplace with Agno & Ollama
Cover image for Building an Autonomous AI Agent Marketplace with Agno & Ollama

Building an Autonomous AI Agent Marketplace with Agno & Ollama

Comments 1
2 min read
How to Build a Real-Time Executive Brief Generator with Bright Data and Ollama
Cover image for How to Build a Real-Time Executive Brief Generator with Bright Data and Ollama

How to Build a Real-Time Executive Brief Generator with Bright Data and Ollama

Comments
2 min read
Stop "Prompt Engineering". Start "Skill Searching"
Cover image for Stop "Prompt Engineering". Start "Skill Searching"

Stop "Prompt Engineering". Start "Skill Searching"

Comments
2 min read
Building a Hybrid Edge-Cloud AI Orchestrator with Agno and Ollama
Cover image for Building a Hybrid Edge-Cloud AI Orchestrator with Agno and Ollama

Building a Hybrid Edge-Cloud AI Orchestrator with Agno and Ollama

Comments
3 min read
Building "Devwrite": A Local, Agentic Writing Assistant with Ollama & Node.js
Cover image for Building "Devwrite": A Local, Agentic Writing Assistant with Ollama & Node.js

Building "Devwrite": A Local, Agentic Writing Assistant with Ollama & Node.js

Comments
3 min read
Beyond the Context Window: Simulating True AI Memory with Ollama and AIsa.one
Cover image for Beyond the Context Window: Simulating True AI Memory with Ollama and AIsa.one

Beyond the Context Window: Simulating True AI Memory with Ollama and AIsa.one

1
Comments
2 min read
Building a Local-First Research Agent that Actually Remembers (using AIsa, Cognee & Ollama)
Cover image for Building a Local-First Research Agent that Actually Remembers (using AIsa, Cognee & Ollama)

Building a Local-First Research Agent that Actually Remembers (using AIsa, Cognee & Ollama)

Comments
2 min read
Building a Search Agent That Knows When It's Right (and When It's Not)
Cover image for Building a Search Agent That Knows When It's Right (and When It's Not)

Building a Search Agent That Knows When It's Right (and When It's Not)

1
Comments
2 min read
How to "Program" Your AI Agent: Introducing Gemini CLI Conductor 🎻
Cover image for How to "Program" Your AI Agent: Introducing Gemini CLI Conductor 🎻

How to "Program" Your AI Agent: Introducing Gemini CLI Conductor 🎻

Comments
3 min read
Building Scalable AI Agents with Agno Skills: A Planner Agent Case Study
Cover image for Building Scalable AI Agents with Agno Skills: A Planner Agent Case Study

Building Scalable AI Agents with Agno Skills: A Planner Agent Case Study

Comments
2 min read
Building Agentbase: An Open Source RAG Platform with Next.js, FastAPI, and Agno
Cover image for Building Agentbase: An Open Source RAG Platform with Next.js, FastAPI, and Agno

Building Agentbase: An Open Source RAG Platform with Next.js, FastAPI, and Agno

Comments
2 min read
Building Ollama Chess Arena: Pitting Local LLMs Against Each Other ♟️
Cover image for Building Ollama Chess Arena: Pitting Local LLMs Against Each Other ♟️

Building Ollama Chess Arena: Pitting Local LLMs Against Each Other ♟️

Comments
3 min read
Mastering LangChain Expression Language (LCEL): Branching, Parallelism, and Streaming
Cover image for Mastering LangChain Expression Language (LCEL): Branching, Parallelism, and Streaming

Mastering LangChain Expression Language (LCEL): Branching, Parallelism, and Streaming

Comments
3 min read
Building a Frugal AI Researcher: Optimizing Agent Costs with Logic Gates
Cover image for Building a Frugal AI Researcher: Optimizing Agent Costs with Logic Gates

Building a Frugal AI Researcher: Optimizing Agent Costs with Logic Gates

Comments
3 min read
Build Your Own Local AI Agent (Part 4): The PII Scrubber 🧼
Cover image for Build Your Own Local AI Agent (Part 4): The PII Scrubber 🧼

Build Your Own Local AI Agent (Part 4): The PII Scrubber 🧼

Comments
1 min read
Build Your Own Local AI Agent (Part 3): The Code Archaeologist 🔦
Cover image for Build Your Own Local AI Agent (Part 3): The Code Archaeologist 🔦

Build Your Own Local AI Agent (Part 3): The Code Archaeologist 🔦

Comments
1 min read
Building Self-Refining AI Agents with Ollama & Langfuse
Cover image for Building Self-Refining AI Agents with Ollama & Langfuse

Building Self-Refining AI Agents with Ollama & Langfuse

Comments
3 min read
Build Your Own Local AI Agent (Part 2): The SQLite Analyst
Cover image for Build Your Own Local AI Agent (Part 2): The SQLite Analyst

Build Your Own Local AI Agent (Part 2): The SQLite Analyst

Comments
1 min read
Build Your Own Local AI Agent (Part 1): The Desktop Tidy-Up 🧹
Cover image for Build Your Own Local AI Agent (Part 1): The Desktop Tidy-Up 🧹

Build Your Own Local AI Agent (Part 1): The Desktop Tidy-Up 🧹

Comments
2 min read
Building a "Private Google" with Local AI: A Beginner's Guide to Weaviate & Ollama
Cover image for Building a "Private Google" with Local AI: A Beginner's Guide to Weaviate & Ollama

Building a "Private Google" with Local AI: A Beginner's Guide to Weaviate & Ollama

Comments
3 min read
How I Built a Snarky AI Agent That Gossips About Crypto Whales 🐳
Cover image for How I Built a Snarky AI Agent That Gossips About Crypto Whales 🐳

How I Built a Snarky AI Agent That Gossips About Crypto Whales 🐳

Comments
3 min read
Building Andrej Karpathy's LLM Council but with Gaia Nodes: A Privacy-First Alternative to Traditional LLM APIs
Cover image for Building Andrej Karpathy's LLM Council but with Gaia Nodes: A Privacy-First Alternative to Traditional LLM APIs

Building Andrej Karpathy's LLM Council but with Gaia Nodes: A Privacy-First Alternative to Traditional LLM APIs

Comments
4 min read
Building Observable, Secure, and Resilient AI Agents with Oracle MCP, OpenTelemetry, and LangGraph
Cover image for Building Observable, Secure, and Resilient AI Agents with Oracle MCP, OpenTelemetry, and LangGraph

Building Observable, Secure, and Resilient AI Agents with Oracle MCP, OpenTelemetry, and LangGraph

Comments 1
5 min read
Verifiable AI in 69 Lines: Signed Inference on Gaia + Irys
Cover image for Verifiable AI in 69 Lines: Signed Inference on Gaia + Irys

Verifiable AI in 69 Lines: Signed Inference on Gaia + Irys

Comments
4 min read
Building Stateful vs. Stateless AI Agents: A Deep Dive with Gaia Nodes and Supermemory
Cover image for Building Stateful vs. Stateless AI Agents: A Deep Dive with Gaia Nodes and Supermemory

Building Stateful vs. Stateless AI Agents: A Deep Dive with Gaia Nodes and Supermemory

Comments
8 min read
I Built a Haunted Spreadsheet Synthesizer with Kiro (and it screams at you) 👻
Cover image for I Built a Haunted Spreadsheet Synthesizer with Kiro (and it screams at you) 👻

I Built a Haunted Spreadsheet Synthesizer with Kiro (and it screams at you) 👻

Comments
3 min read
DevMind - AI-Powered Developer Second Brain

Agentic Postgres Challenge Submission

DevMind - AI-Powered Developer Second Brain

5
Comments 1
7 min read
A Privacy-First AI Voice Cloning Tool with Local LLMs
Cover image for A Privacy-First AI Voice Cloning Tool with Local LLMs

A Privacy-First AI Voice Cloning Tool with Local LLMs

2
Comments
8 min read
Building a Multi-Agent Crypto Trading Bot with Local LLMs, Recall, and Agno
Cover image for Building a Multi-Agent Crypto Trading Bot with Local LLMs, Recall, and Agno

Building a Multi-Agent Crypto Trading Bot with Local LLMs, Recall, and Agno

1
Comments
5 min read
Build a Private AI Chatbot for Your PDFs with Genkit and Gaia
Cover image for Build a Private AI Chatbot for Your PDFs with Genkit and Gaia

Build a Private AI Chatbot for Your PDFs with Genkit and Gaia

Comments
5 min read
Boost Your Local AI: Supercharge Gaia Nodes with Redis for Speed & Memory
Cover image for Boost Your Local AI: Supercharge Gaia Nodes with Redis for Speed & Memory

Boost Your Local AI: Supercharge Gaia Nodes with Redis for Speed & Memory

1
Comments
4 min read
Combining Gaia Nodes, Camino AI, and Tavily for Enterprise-grade Location Awareness
Cover image for Combining Gaia Nodes, Camino AI, and Tavily for Enterprise-grade Location Awareness

Combining Gaia Nodes, Camino AI, and Tavily for Enterprise-grade Location Awareness

1
Comments
11 min read
loading...