📰 Dev.to · Harish Kotra (he/him)
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⚡ AI Lessons
Dev.to · Harish Kotra (he/him)
🤖 AI Agents & Automation
⚡ AI Lesson
4h ago
Building ShouldWeAutomate: A Decision Intelligence Platform for Workflow Automation
How we built an open-source platform that tells you whether your business process is ready for AI...
Dev.to · Harish Kotra (he/him)
1d ago
Building an Alien Language from Scratch with LangChain
How 100 AI agents evolved a shared symbolic vocabulary through trade — with no pre-programmed...
Dev.to · Harish Kotra (he/him)
🧠 Large Language Models
⚡ AI Lesson
1w ago
Under the Hood: Building an Interactive 1,536-Dimensional Vector Space Visualizer with React & PCA
Every developer working with Large Language Models quickly learns about vector embeddings—arrays of...
Dev.to · Harish Kotra (he/him)
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
Building A Telegram Bot-to-Bot Communication Showcase With TypeScript
Telegram's Bot-to-Bot Communication feature changes what a Telegram group can be. A group no longer...
Dev.to · Harish Kotra (he/him)
📣 Digital Marketing & Growth
⚡ AI Lesson
1w ago
Building Last Message: A Local-First Gemma Emergency Intelligence App
Last Message is a Streamlit app designed for high-stress disaster communication. The problem is...
Dev.to · Harish Kotra (he/him)
2w ago
Building Sentinel: A WAF for AI Agents with Genkit
Sentinel is a security middleware framework for Genkit-powered agents. It intercepts prompts, tool...
Dev.to · Harish Kotra (he/him)
🤖 AI Agents & Automation
⚡ AI Lesson
2w ago
Biological AI: Building a Tool-Calling Cellular Simulation
Metabolic processes are messy. In biology, organelles like Mitochondria and Lysosomes don't follow a...
Dev.to · Harish Kotra (he/him)
🧠 Large Language Models
⚡ AI Lesson
3w ago
The Art of Model Orchestration: Building RouteLLM
In the current AI landscape, we often treat LLMs as monoliths. We send a simple "Hello" to the same...
Dev.to · Harish Kotra (he/him)
3w ago
Building AI Behavior Lab: A Developer-First Debugger for Memory, Context, and Tooling
TL;DR Most LLM demos look great until one of three things changes in production: memory...
Dev.to · Harish Kotra (he/him)
3w ago
Inside Secure Playground — building an interactive prompt-injection simulator
This technical post walks through the design and implementation of Secure Playground: a local web app...
Dev.to · Harish Kotra (he/him)
1mo ago
Building KillMyIdea: A Fast Multi-Agent Debate App with Next.js + LangChain
KillMyIdea is a developer-focused experiment: can we make AI feedback feel like a real argument...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Parallel You: A Chrome Extension + Cloud Run AI Layer for Social Writing
TL;DR Parallel You is a production-deployed AI layer that augments social conversations on...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Agent Arena: Using Valkey as the Nervous System for Multi-Agent AI
Most AI agent demos prove intelligence. Very few prove coordination. In this project, we built Agent...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Chaos Lab: When Environment Variables Become Laws of Nature
Traditional game development involves hard-coding physics engines and biological rules. In Chaos Lab,...
Dev.to · Harish Kotra (he/him)
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Multi-Agent AI Swarm with Valkey as the Nervous System
AI agents need more than model calls. They need memory, coordination, and deterministic state...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Expo Architect: A PWA-First LLM Configurator with Expo SDK 55
Why build this Expo Router solved a lot of app structure complexity, but configuration...
Dev.to · Harish Kotra (he/him)
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building "So Long Sucker Agent Protocol" in Next.js
Most AI demos show a single model producing a single answer. This project explores something messier...
Dev.to · Harish Kotra (he/him)
1mo ago
Building an iMessage-Native Decision Agent with Photon iMessage Kit
TL;DR We built Future-Me Courtroom, an iMessage-native agent that turns a dilemma...
Dev.to · Harish Kotra (he/him)
1mo ago
Disarming the "Join Bomb": Re-Engineering Collaborative Filtering on Neo4j
If you are building a recommendation engine in a graph database, there is one critical juncture where...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Local Agent Studio: A Local-First OSS Multi-Agent Orchestration App
Local Agent Studio started as a practical question: How do you build a multi-agent orchestration...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Darwin.js: A Self-Evolving Agentic Bazaar with FastAPI, Next.js, ChromaDB, and Live Code Mutation
Darwin.js started from a simple prompt: What if non-player characters could rewrite their own source...
Dev.to · Harish Kotra (he/him)
1mo ago
Building infection-protocol-lab: A Full-Stack Multi-Agent Simulation with TypeScript, LangChain, and ReactFlow
infection-protocol-lab started as a question: what happens when autonomous LLM agents live inside a...
Dev.to · Harish Kotra (he/him)
1mo ago
Building a Global Narrative Warfare Map with Bright Data, Tavily, Ollama, React, and Three.js
What if a single search box could reveal how the same geopolitical topic is framed differently in...
Dev.to · Harish Kotra (he/him)
1mo ago
Building Agent Swarm CFO for the OWS Hackathon
How I used Open Wallet Standard, Tavily, Bright Data, Featherless, Allium, Uniblock, Zerion,...
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