Aditya Gupta - DEV Community

Aditya Gupta

Mar 21

Production-Ready AI Agents: Build and Deploy Scalable Solutions

6 min read

Aditya Gupta

Mar 21

Agentic RAG: When Your Retrieval System Thinks for Itself

#agenticai #ai #llm

8 min read

Aditya Gupta

Mar 21

Prompt Engineering Techniques That Actually Work in 2026

#ai #claude #gemini

6 min read

Aditya Gupta

Mar 21

AI Agents Reshaping Software Development by 2026

6 min read

Aditya Gupta

Mar 21

RAG vs Fine-Tuning: Choosing the Best LLM Approach

#ai #chatgpt #llm

4 min read

Aditya Gupta

Mar 21

Gated Attention: Solving Softmax's AI Challenges

#aiperformance #attentionmechanisms #deeplearning #gatedattention

4 min read

Aditya Gupta

Mar 21

Benchmarking LLM Serving: vLLM, TensorRT-LLM & SGLang Performance

#aioptimization #benchmarking #llmperformance #llmserving

4 min read

Aditya Gupta

Mar 21

RLVR from Scratch: Building Verifiable Rewards for Reasoning Models

#aitraining #llms #machinelearning #programmaticrewards

4 min read

Aditya Gupta

Mar 21

Constitutional AI vs. RLHF: Navigating AI Safety Tradeoffs in 2026

#aialignment #aiethics #aisafety #constitutionalai

4 min read

Aditya Gupta

Mar 21

Electrical Transformer Failures: Engineering & Human Factors

#electricaltransformers #humanfactorsengineering #insulationdegradation #mechanicalfailure

4 min read

Aditya Gupta

Mar 21

How AI Agents Work: A Beginner's Guide

4 min read

Aditya Gupta

Mar 21

From Separate Streams to Synchronized Synthesis: The One-Pass Advantage

5 min read

Aditya Gupta

Mar 21

The Challenge of Efficient LLM Deployment

#ai #llm #machinelearning #performance

6 min read

Aditya Gupta

Mar 21

The Evolution of Software Engineering with AI

5 min read

Aditya Gupta

Mar 21

The Proliferation of Specialized LLMs and the Retraining Dilemma

#ai #deeplearning #llm #machinelearning

5 min read

Aditya Gupta

Mar 21

Defining AI Safety Paradigms: Constitutional AI and RLHF

#ai #computerscience #llm #machinelearning

6 min read

Aditya Gupta

Mar 21

The Imperative: Why LLM Serving Engine Choice Defines Performance

#ai #architecture #llm #performance

6 min read

Aditya Gupta

Mar 21

Identifying Early Warning Signs of Attention Mechanism Instability

#ai #deeplearning #llm #machinelearning

1

5 min read

Aditya Gupta

Mar 21

The Challenge of Unverifiable AI Rewards

#ai #deeplearning #llm #machinelearning

1

7 min read

Aditya Gupta

Mar 21

Beyond Brute Force: Understanding Benchmark Saturation

#ai #llm #machinelearning #testing

6 min read

Aditya Gupta

Mar 21

The Intricate Dance of Self-Attention: What Can Go Wrong?

#ai #deeplearning #machinelearning #performance

5 min read

Aditya Gupta

Mar 21

The Pervasive Role and Hidden Limitations of Softmax

#ai #algorithms #deeplearning #machinelearning

6 min read

Aditya Gupta

Mar 21

The Bottleneck of Dense Attention in Long Contexts

#ai #architecture #deeplearning #llm

6 min read

Aditya Gupta

Mar 21

Revisiting the Causal Mechanisms Behind Policy Gradients

#ai #algorithms #deeplearning #machinelearning

5 min read

Aditya Gupta

Mar 21

The Shifting Paradigm: From Training-Centric to Inference-Dominant AI

6 min read

Aditya Gupta

Mar 21

The Inevitable Decay: Understanding LLM Model Collapse

6 min read

Aditya Gupta

Mar 21

The Scalability Conundrum of Frontier AI Models

6 min read

Aditya Gupta

Mar 21

Understanding Generative Model Collapse in LLMs

6 min read

Aditya Gupta

Mar 21

The Surprising Surge: Over 40% of Code Now AI-Assisted

5 min read

Aditya Gupta

Mar 21

Agentic RAG: Building Thinking Retrieval Systems

6 min read

Aditya Gupta

Mar 21

Prompt Engineering Techniques for AI in 2026

5 min read

Aditya Gupta

Mar 21

Small Language Models vs. Frontier: 3B Parameters Beat 70B

#aioptimization #deploymentcost #frontiermodels #gemma3

4 min read

Aditya Gupta

Mar 21

DeepSeek Sparse Attention: 1M+ Tokens, Halved Costs Explained

#aicostreduction #computationallinguistics #deepseeksparseattention #deepseekv32exp

4 min read