Google's EnvHarness: Dynamic Training Environments for AI
Google's EnvHarness dynamically adapts AI training environments, improving learning efficiency and effectiveness.
Tech blogReact · AI · Architecture202 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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202 articlesLatest · Oct 2026
Showing 45 articles tagged Engineering. Clear filter
Lead article · Engineering
Harnessing Coding Agents: From Brief Glory to Sustained Excellence
· 5 min read 4 views
The secret to coding agents' sustained performance lies in the harness, not a smarter model. Learn to build a robust system.
Read the articleZod 4.5: Schema Compilation and Memory Efficiency Boosts
Zod 4.5 introduces schema compilation and reduces memory usage by nine times, enhancing performance for TypeScript developers.
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 New Git Infrastructure: A Shift for Agentic Development
GitHub is overhauling its Git infrastructure to support agent-scale development, enabling higher throughput and reliability.
Shopify’s New Checkout Blocks: A Move to Polaris Web Components
Shopify moves its Checkout Blocks to Polaris web components, reducing bundle sizes significantly. Explore the migration benefits and challenges.
Valkey's Evolution: Key Changes in Clustering and Client Support
Valkey introduces significant updates in cluster mode and client library, enhancing performance and replication strategies.
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.
Grab's Storage Migration: Lower Latency and Cost with Aerospike
Grab migrates its Counter Service storage to Aerospike, achieving 50% lower p99 latency and significant cost reductions.
GitLab Path-Traversal Vulnerability: Immediate Steps for Mitigation
GitLab's path-traversal vulnerability poses a critical risk. Learn how to patch, mitigate, and secure your systems from potential exploitation.
Istio 1.31: New Agentgateway Waypoints and Google Cloud Migration
Istio 1.31 introduces agentgateway waypoints and moves release artifacts from Google Cloud, impacting Kubernetes users.
SvelteKit 3 Release Candidate Moves Config to Vite, Alters $lib Alias
SvelteKit 3 reaches release candidate status, shifting config to Vite and retiring the $lib alias for #lib, refining the framework.
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.