Harnessing Coding Agents: From Brief Glory to Sustained Excellence
The secret to coding agents' sustained performance lies in the harness, not a smarter model. Learn to build a robust system.
Tech blog · India · page 2
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.
What it covers
+ 388 more topics in the archive
Archive · page 2
The secret to coding agents' sustained performance lies in the harness, not a smarter model. Learn to build a robust system.
The confidence layer in LLM systems combines independent signals to determine action thresholds, enhancing reliability in decision-making.
TypeScript 5.9 introduces import defer for deferred module evaluation and a leaner tsconfig.json. Learn how these changes affect your projects.
GitHub is overhauling its Git infrastructure to support agent-scale development, enabling higher throughput and reliability.
Shopify moves its Checkout Blocks to Polaris web components, reducing bundle sizes significantly. Explore the migration benefits and challenges.
V8's Explicit Compile Hints can improve JavaScript startup times by controlling which functions are compiled eagerly. Learn how to implement it.
Node.js job tracking gains clarity with heartbeats and structured logs. Understand how to implement and why it matters.
Docker Hub's recent vulnerability exposed personal access tokens during account-to-organization conversions, posing a critical security risk.
Valkey introduces significant updates in cluster mode and client library, enhancing performance and replication strategies.
GitHub's Copilot runtime shifts from Node.js to Rust, cutting startup times from seconds to milliseconds. What this means for developers.
AWS HealthOmics transforms AMR surveillance by automating gene detection from raw sequencing data, reducing reliance on bioinformatics expertise.
How to implement a browser-based keyboard tester using JavaScript to detect key events, track multiple keys, and visualize inputs.
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 meOpen 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.