Priyesh Dave - DEV Community

Priyesh Dave

Nov 3

Day 46: RLHF: Reinforcement Learning from Human Feedback

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Nov 3

Safety Rules Don’t Survive the Context Window: Quantifying and Fixing Agent Compliance Decay

#ai #agenticai #machinelearning #llm

6 min read

Priyesh Dave

Nov 3

Day 45: Emergent Abilities in LLMs

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5 min read

Priyesh Dave

Nov 1

Tracing Agent Failures in Production: The Unexpected Why and How to Fix It

#ai #agenticai #machinelearning #llm

5 min read

Priyesh Dave

Nov 1

Day 38: GPT-1 to GPT-3: The Evolution of Scale

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5 min read

Priyesh Dave

Nov 1

Day 44: Zero-Shot, One-Shot, and Few-Shot Learning

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6 min read

Priyesh Dave

Nov 1

Day 43: In-Context Learning Explained

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4 min read

Priyesh Dave

Nov 1

Day 42: What Makes a Model "Large"? Defining LLMs

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5 min read

Priyesh Dave

Nov 1

Day 40: Tokenization Deep Dive: BPE, WordPiece, SentencePiece

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5 min read

Priyesh Dave

Nov 1

Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Nov 1

Layered Memory Architectures for Agentic AI: Why Vector Stores Aren’t Enough

#ai #agenticai #machinelearning #llm

6 min read

Priyesh Dave

Nov 1

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 31

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 31

Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Oct 26

Safety Rules Don’t Survive the Context Window: Quantifying and Fixing Agent Compliance Decay

#ai #agenticai #machinelearning #llm

6 min read

Priyesh Dave

Oct 26

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 24

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 23

Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

#ai #agenticai #machinelearning #llm

2

3

4 min read

Priyesh Dave

Oct 23

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 21

Token Cost Is the Real Bottleneck in Agentic AI: An Empirical Test of Agent Memory Strategies

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Oct 21

Day 38: GPT-1 to GPT-3: The Evolution of Scale

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 21

Day 37: GPT Architecture: Decoder-Only Transformers

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 14

Day 36: Fine-Tuning BERT for Downstream Tasks

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 13

Support Triage with Open-Source AI Agents: Costs, Failure Patterns, and Missteps in the Real World

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Oct 13

Day 35: BERT: Architecture and Masked Language Modeling

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 12

Agent Frameworks in the Trenches: Real Benchmark Numbers Across 107 Data Engineering Tasks

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Oct 11

Day 34: What Is Pretraining? Transfer Learning for NLP

#ai #nlp #genai #100daysofcode

4 min read

Priyesh Dave

Oct 10

Day 33: Building a Mini Transformer From Scratch (Code Walkthrough)

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 9

Day 32: Layer Normalization and Residual Connections

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5 min read

Priyesh Dave

Oct 8

How Context Window Degradation Breaks Long-Running Agents in Production—and How to Engineer Your Way Out

#ai #agenticai #machinelearning #llm

2

6 min read

Priyesh Dave

Oct 8

Day 31: The Transformer Decoder Architecture

#ai #nlp #genai #100daysofcode

5 min read

Priyesh Dave

Oct 8

Day 30: The Transformer Encoder Architecture

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6 min read

Priyesh Dave

Oct 6

Day 29: Positional Encoding

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5 min read

Priyesh Dave

Sep 28

Deconstructing Multi-Layer Persistent Memory in Open-Source AI Agents: Insights from jarvix-memory and engram

#ai #agenticai #machinelearning #llm

5 min read

Priyesh Dave

Sep 27

Do Coding Agents Really Need Expensive Memory? Head-to-Head Benchmarks Say No

#ai #agenticai #machinelearning #llm

1

3 min read

Priyesh Dave

Sep 27

Day 28: Multi-Head Attention

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6 min read

Priyesh Dave

Sep 27

When Agentic AI Breaks in Support Triage: Real Failures, True Costs, and What Actually Mitigates Risk

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Sep 27

Day 27: Self-Attention Explained From Scratch

#ai #nlp #genai #100daysofcode

6 min read

Priyesh Dave

Sep 26

Day 26: "Attention Is All You Need": The Paper That Changed Everything

#ai #nlp #genai #100daysofcode

6 min read

Priyesh Dave

Sep 26

Day 25: Bahdanau vs. Luong Attention

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5 min read

Priyesh Dave

Sep 25

Jev: The Decision Layer AI Agents Have Been Missing

#ai #llm #agents #machinelearning

14 min read

Priyesh Dave

Sep 22

LangGraph Pulled Ahead: A Code-Level Benchmark of 3 Agent Frameworks on 107 Data Engineering Tasks

#ai #agenticai #machinelearning #llm

5 min read

Priyesh Dave

Sep 22

Day 24: Attention Mechanism: The Core Intuition

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4 min read

Priyesh Dave

Sep 22

Day 23: The Encoder-Decoder Architecture

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5 min read

Priyesh Dave

Sep 21

Day 22: Sequence-to-Sequence Models

#ai #nlp #genai #100daysofcode

7 min read

Priyesh Dave

Sep 20

Day 21: GRU Networks Explained

#ai #nlp #genai #100daysofcode

6 min read

Priyesh Dave

Sep 18

Day 20: LSTM Networks Explained

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1

5 min read

Priyesh Dave

Sep 15

How AI Agents Fail in Production: Real-World Reliability, Observability, and Recovery Patterns

#ai #agenticai #machinelearning #llm

4 min read

Priyesh Dave

Sep 15

Day 19: The Vanishing Gradient Problem

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5 min read

Priyesh Dave

Sep 15

Day 18: Recurrent Neural Networks (RNNs) Explained

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5 min read

Priyesh Dave

Sep 14

Battle-Tested Multi-Agent Orchestration Patterns with Google ADK: Parallel, Sequential, and Persistent Sessions

#ai #agenticai #machinelearning #llm

1

4 min read

Priyesh Dave

Sep 13

Day 17: Neural Networks Refresher for NLP Engineers

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5 min read

Priyesh Dave

Sep 12

Day 16: Cosine Similarity and Semantic Search Basics

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1

5 min read

Priyesh Dave

Sep 12

Clean Engineering, Unstable Measurement: A Preregistered Reliability Failure of Black-Box LLM Observers on Shared Endpoints

#ai #agenticai #machinelearning #llm

3

4 min read

Priyesh Dave

Sep 10

SENTINEL-RL for SOCs: Architectural Gains and Cost Realities from Decoupling Semantic and Topological Reasoning

#ai #agenticai #machinelearning #llm

1

5 min read

Priyesh Dave

Sep 10

Day 15: Visualizing Embeddings with t-SNE and PCA

#ai #nlp #genai #100daysofcode

1

5 min read

Priyesh Dave

Sep 9

Why LangGraph Wins: Benchmarking LangGraph, CrewAI, and AutoGen on 107 Real Data Engineering Tasks

#ai #agenticai #machinelearning #llm

5 min read

Priyesh Dave

Sep 9

How to Catch and Replay Production Agent Failures: Trace-Native CI/CD in Practice

#ai #agenticai #machinelearning #llm

1

4 min read

Priyesh Dave

Sep 9

Day 13: GloVe: Global Vectors for Word Representation

#ai #nlp #genai #100daysofcode

6 min read

Priyesh Dave

Sep 9

Day 14: FastText and Subword Embeddings

#ai #nlp #genai #100daysofcode

5 min read

Writing Debut