Lab Notes

Updates on Agentic AI, AgentOS Platform, Industry context and more.

From Chaos to Confidence: How Incremental Delivery Saved My Database Refactor
Engineering PracticesContinuous Delivery

From Chaos to Confidence: How Incremental Delivery Saved My Database Refactor

Kishan Chandravadia
Kishan Chandravadia

Nov 4, 2025

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How Smart Context Engineering Can Cut Your AI Costs by 90%
TechnicalCost optimisation

How Smart Context Engineering Can Cut Your AI Costs by 90%

Vivek Satasiya
Vivek Satasiya

Sep 25, 2025

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Designing AI Agents That Work: The Foundation of Your CI Loop
TechnicalAnalysis

Designing AI Agents That Work: The Foundation of Your CI Loop

Vinay Bhinde
Vinay Bhinde

Sep 11, 2025

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The Continuous Improvement (CI) Loop for AI Agents
TechnicalAnalysis

The Continuous Improvement (CI) Loop for AI Agents

Vinay Bhinde
Vinay Bhinde

Sep 7, 2025

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From AI Agent to Dashboard: A Lesson in Persona-Driven Design

Technical

Design

From AI Agent to Dashboard: A Lesson in Persona-Driven Design

Vinay Bhinde
Vinay Bhinde

Oct 11, 2025

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Unlocking the True Value of Agentic AI in the Enterprise

Technical

Strategy

Unlocking the True Value of Agentic AI in the Enterprise

Vivek Satasiya
Vivek Satasiya

Sep 22, 2025

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Context Engineering Series #1: Beating Context Rot with Compaction

Technical

Analysis

Context Engineering Series #1: Beating Context Rot with Compaction

Vinay Bhinde
Vinay Bhinde

Jan 8, 2026

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Building AI Agents with Modular Skills

Technical Design Strategy

Building AI Agents with Modular Skills

Naresh Tank
Naresh Tank

Dec 29, 2025

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Mastering Context Engineering: The Key to Building Effective AI Agents

Technical

Analysis

Mastering Context Engineering: The Key to Building Effective AI Agents

Vivek Satasiya
Vivek Satasiya

Oct 28, 2025

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Your AI's Most Valuable Answer Isn't 'Yes.' It's 'I Don't Know.'

Technical

Analysis

Your AI's Most Valuable Answer Isn't 'Yes.' It's 'I Don't Know.'

Krunal Ambaliya
Krunal Ambaliya

Oct 8, 2025

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Your AI Agent's KPIs Are Green, But Your Customers Are Seeing Red

Product Management

Analysis

Your AI Agent's KPIs Are Green, But Your Customers Are Seeing Red

Gaurav Soni
Gaurav Soni

Sep 30, 2025

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What Are Guardrails in AI Agents and Why Do They Matter?

Technical

AI Guardrails

What Are Guardrails in AI Agents and Why Do They Matter?

Naresh Tank
Naresh Tank

Sep 28, 2025

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Level Up Your Retrieval: Content-Only RAG vs Hybrid Methods

Technical

Level Up Your Retrieval: Content-Only RAG vs Hybrid Methods

Dhruvin Khant
Dhruvin Khant

Sep 24, 2025

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Why Robust Evaluation Matters for AI Agents: Methods, Trade-offs, and What to Aim For

Technical

Why Robust Evaluation Matters for AI Agents: Methods, Trade-offs, and What to Aim For

Naresh Tank
Naresh Tank

Sep 18, 2025

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Mastering Context Engineering: The Key to Building Accurate and Reliable AI Agents

Technical

Analysis

Mastering Context Engineering: The Key to Building Accurate and Reliable AI Agents

Vivek Satasiya
Vivek Satasiya

Sep 17, 2025

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LLM-Based Chunking: Intelligent Text Splitting for Better RAG

Technical

LLM-Based Chunking: Intelligent Text Splitting for Better RAG

Jeet Adeshara
Jeet Adeshara

Sep 13, 2025

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