Google's EnvHarness: Dynamic Training Environments for AI
Google's EnvHarness dynamically adapts AI training environments, improving learning efficiency and effectiveness.
Tech blogReact · AI · Architecture205 articles
Tech blog · India
Tech blogs on code, architecture and AI.
Deep dives into React.js, AI and ML integration, MERN stack patterns, and lessons from building production applications at scale in India — written by Deepak Kumar.
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205 articlesLatest · Oct 2026
Showing 26 articles tagged ai. Clear filter
NVIDIA's Nemotron family offers a toolkit for creating specialized AI models. Explore how Nemotron changes AI deployment and model customization.
Read the articlePluckdown: Transform Pages into AI-Ready Markdown
Pluckdown converts pages, PDFs, and threads into clean Markdown for AI models. No account needed. Learn how it helps your AI workflows.
Deploying LLMs on Multi-node EKS: A Ray LLM DLC Approach
Ray LLM DLC enables multi-node inference on Amazon EKS, separating prefill and decode phases to boost performance.
How Anthropic Built Scion: A New Approach to Source Control
Anthropic developed Scion to address source control bottlenecks with AI-driven insights, scaling beyond Git's limitations for their unique demands.
Building Trust in LLMs: The Confidence Layer Explained
The confidence layer in LLM systems combines independent signals to determine action thresholds, enhancing reliability in decision-making.
GitHub's Rust Migration: How AI Reshaped Copilot's Runtime
GitHub's Copilot runtime shifts from Node.js to Rust, cutting startup times from seconds to milliseconds. What this means for developers.
Docker Cloud Sandboxes: A New Era for Agent Workflows
Docker introduces Cloud Sandboxes, enabling developers to run agents in isolated microVM environments for extended tasks.
Building an AI-Powered Telegram Bot: Beyond Simple Message Generation
How to construct an AI-driven Telegram bot using Node.js, Gemini, and more, focusing on reliability, scheduling, and fallback strategies.
AI Coding Agents: Enhancing Software Architecture with Precision
AI coding agents can document legacy services, fix security flaws, and generate architectures. Use them wisely to enhance software architecture.
AWS MCP Update: No More Session Affinity for Server Deployments
AWS updates Model Context Protocol to remove session affinity, simplifying server deployments and scaling. Learn how to adapt your infrastructure.
Understanding Usage and Length Limits in Claude
Learn how usage and length limits work in Claude to optimise your interactions and enhance productivity.
About the author
Deepak Kumar
Sr Software Engineer at India Today Group | Aaj Tak
Building scalable web applications and Generative AI systems. Writing about React, Node.js, AI and the engineering lessons from 9+ years of production work.
More about meHiring, or need something built?
Open to senior full-stack and AI engineering roles, and to focused contract work. Delhi NCR or fully remote. I reply within 24 hours.
What I take on
Full-stack product build
React, Next.js, Node, NestJS, MongoDB and MySQL — from idea to production.
AI features that ship
OpenAI and LangChain, RAG, semantic search, content and voice automation.
Architecture and scale
Microservices, real-time pipelines and caching — proven at national news scale.
Founding engineer work
Idea to MVP to scale, with SEO and analytics built in from the start.