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The CoreStory Blog

Insights, guides, and real-world examples of how AI is transforming the software development lifecycle. From planning and architecture to coding, testing, and maintenance — we explore practical ways to integrate AI into your workflow and build better software, faster.

Accelerate modernization and elevate AI performance through the CoreStory Partner Program.
BusinessAccelerate modernization and elevate AI performance through the CoreStory Partner Program.

CoreStory Ignites Code Intelligence — And Partners Make It Unstoppable

All
Business
Artificial Intelligence
Development
Business
Accelerate modernization and elevate AI performance through the CoreStory Partner Program.
Accelerate modernization and elevate AI performance through the CoreStory Partner Program.
CoreStory
Development
Specification-Driven Development as an Enabler of Agile Methodology: Reducing Iteration Cost in AI-Assisted Software Engineering
Specification-Driven Development as an Enabler of Agile Methodology: Reducing Iteration Cost in AI-Assisted Software Engineering
Charath Ram Ranganathan
Business
Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence
Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence
Ray Ploski
Development
Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook
Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook
CoreStory
Development
Announcing the CoreStory + Cursor Automated Test Generation Playbook
Announcing the CoreStory + Cursor Automated Test Generation Playbook
CoreStory
Development
Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook
Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook
CoreStory
Development
Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook
Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook
CoreStory
Development
Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook
Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook
CoreStory
Development
Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook
Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook
CoreStory
Development
Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook
Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook
CoreStory
Development
Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook
Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook
CoreStory
Development
Announcing the CoreStory + Devin MCP Playbook
Announcing the CoreStory + Devin MCP Playbook
CoreStory
Development
Announcing the CoreStory + Claude Automated Test Generation Playbook
Announcing the CoreStory + Claude Automated Test Generation Playbook
CoreStory
Development
How to Work at Breakneck Speed Without Breaking Your Neck
How to Work at Breakneck Speed Without Breaking Your Neck
Michael Santelia
Artificial Intelligence
CoreStory Engineering Monthly — October 2025
CoreStory Engineering Monthly — October 2025
Ray Ploski
Business
CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI
CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI
Ray Ploski
Marketing
CoreStory in the News: Full Coverage Recap
CoreStory in the News: Full Coverage Recap
Ray Ploski
Business
Welcome to CoreStory
Welcome to CoreStory
Anand Kulkarni
Artificial Intelligence
Using Prediction Machines to Build Intelligence
Using Prediction Machines to Build Intelligence
Cory Hymel
Artificial Intelligence
LLMs vs Human Experts in Requirements Engineering
LLMs vs Human Experts in Requirements Engineering
Cory Hymel
Artificial Intelligence
Why Adopting AI is a Moral Imperative
Why Adopting AI is a Moral Imperative
Cory Hymel
Development
In 2025 LLMs Will Be the Secret Sauce in Software Development
In 2025 LLMs Will Be the Secret Sauce in Software Development
Cory Hymel
Development
The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)
The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)
Charath Ram Ranganathan
Artificial Intelligence
5 ways AI will change the software development life cycle
5 ways AI will change the software development life cycle
Cory Hymel
Artificial Intelligence
Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot
Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot
Cory Hymel
Business
Top Digital Transformation Priorities for Logistics
Top Digital Transformation Priorities for Logistics
CoreStory
Business
Top Digital Transformation Priorities for Financial Services
Top Digital Transformation Priorities for Financial Services
CoreStory
Development
How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context
How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context
CoreStory
Artificial Intelligence
Demystifying the Buzzwords: What AI and ML Look Like in Practice
Demystifying the Buzzwords: What AI and ML Look Like in Practice
CoreStory
Business
Best Open Source Data Visualization Tools
Best Open Source Data Visualization Tools
CoreStory
Development
5 Common Software Architecture Patterns
5 Common Software Architecture Patterns
CoreStory
Artificial Intelligence
How AI is Revolutionizing Quality Engineering: A Practical Look
How AI is Revolutionizing Quality Engineering: A Practical Look
Cory Hymel
Artificial Intelligence
How AI and Spatial Computing Are Changing the Game in Design
How AI and Spatial Computing Are Changing the Game in Design
Cory Hymel
Development
Crowdbotics Available in Microsoft Azure Marketplace
Crowdbotics Available in Microsoft Azure Marketplace
CoreStory
Business
The Five Questions Tech Executives Are Asking About AI
The Five Questions Tech Executives Are Asking About AI
CoreStory
Business
CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software
CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software
Anand Kulkarni
Artificial Intelligence
Nine Essential AI Tools for Software Modernization
Nine Essential AI Tools for Software Modernization
CoreStory
Business
Top Digital Transformation Priorities by Industry Sector
Top Digital Transformation Priorities by Industry Sector
CoreStory
Artificial Intelligence
Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics
Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics
Charath Ram Ranganathan
Business
Security First: CoreStory Achieves SOC2 Type I Certification
Security First: CoreStory Achieves SOC2 Type I Certification
CoreStory
Development
5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)
5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)
CoreStory
Development
4 Techniques for Prioritizing Your Product Backlog
4 Techniques for Prioritizing Your Product Backlog
CoreStory
Business
Accelerate modernization and elevate AI performance through the CoreStory Partner Program.

Accelerate modernization and elevate AI performance through the CoreStory Partner Program.

CoreStory
.
December 1, 2025
Business
Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence

Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence

Ray Ploski
.
November 21, 2025
Business
CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI

CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI

Ray Ploski
.
October 28, 2025
Business
Welcome to CoreStory

Welcome to CoreStory

Anand Kulkarni
.
September 8, 2025
Business
Security First: CoreStory Achieves SOC2 Type I Certification

Security First: CoreStory Achieves SOC2 Type I Certification

CoreStory
.
November 29, 2023
Business
CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software

CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software

Anand Kulkarni
.
April 23, 2024
Business
Top Digital Transformation Priorities for Logistics

Top Digital Transformation Priorities for Logistics

CoreStory
.
November 1, 2024
Business
Top Digital Transformation Priorities for Financial Services

Top Digital Transformation Priorities for Financial Services

CoreStory
.
November 1, 2024
Business
Top Digital Transformation Priorities by Industry Sector

Top Digital Transformation Priorities by Industry Sector

CoreStory
.
January 11, 2024
Business
Best Open Source Data Visualization Tools

Best Open Source Data Visualization Tools

CoreStory
.
October 6, 2024
Business
The Five Questions Tech Executives Are Asking About AI

The Five Questions Tech Executives Are Asking About AI

CoreStory
.
July 2, 2024
Artificial Intelligence
CoreStory Engineering Monthly — October 2025

CoreStory Engineering Monthly — October 2025

November 9, 2025
Artificial Intelligence
Demystifying the Buzzwords: What AI and ML Look Like in Practice

Demystifying the Buzzwords: What AI and ML Look Like in Practice

October 6, 2024
Artificial Intelligence
Nine Essential AI Tools for Software Modernization

Nine Essential AI Tools for Software Modernization

March 15, 2024
Artificial Intelligence
5 ways AI will change the software development life cycle

5 ways AI will change the software development life cycle

December 2, 2024
Artificial Intelligence
Why Adopting AI is a Moral Imperative

Why Adopting AI is a Moral Imperative

December 19, 2024
Artificial Intelligence
Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics

Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics

January 5, 2024
Artificial Intelligence
How AI is Revolutionizing Quality Engineering: A Practical Look

How AI is Revolutionizing Quality Engineering: A Practical Look

September 11, 2024
Artificial Intelligence
How AI and Spatial Computing Are Changing the Game in Design

How AI and Spatial Computing Are Changing the Game in Design

September 5, 2024
Artificial Intelligence
Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot

Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot

November 8, 2024
Artificial Intelligence
LLMs vs Human Experts in Requirements Engineering

LLMs vs Human Experts in Requirements Engineering

February 5, 2025
Artificial Intelligence
Using Prediction Machines to Build Intelligence

Using Prediction Machines to Build Intelligence

February 6, 2025
Development
Specification-Driven Development as an Enabler of Agile Methodology: Reducing Iteration Cost in AI-Assisted Software Engineering

Specification-Driven Development as an Enabler of Agile Methodology: Reducing Iteration Cost in AI-Assisted Software Engineering

Charath Ram Ranganathan
.
November 27, 2025
Development
Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook

Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Cursor Automated Test Generation Playbook

Announcing the CoreStory + Cursor Automated Test Generation Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook

Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook

Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook

Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook

Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook

Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook

Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook

CoreStory
.
November 18, 2025
Development
How to Work at Breakneck Speed Without Breaking Your Neck

How to Work at Breakneck Speed Without Breaking Your Neck

Michael Santelia
.
November 13, 2025
Development
Announcing the CoreStory + Devin MCP Playbook

Announcing the CoreStory + Devin MCP Playbook

CoreStory
.
November 18, 2025
Development
Announcing the CoreStory + Claude Automated Test Generation Playbook

Announcing the CoreStory + Claude Automated Test Generation Playbook

CoreStory
.
November 18, 2025
Development
In 2025 LLMs Will Be the Secret Sauce in Software Development

In 2025 LLMs Will Be the Secret Sauce in Software Development

Cory Hymel
.
December 12, 2024
Development
How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context

How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context

CoreStory
.
October 28, 2024
Development
Crowdbotics Available in Microsoft Azure Marketplace

Crowdbotics Available in Microsoft Azure Marketplace

CoreStory
.
September 4, 2024
Development
5 Common Software Architecture Patterns

5 Common Software Architecture Patterns

CoreStory
.
October 6, 2024
Development
4 Techniques for Prioritizing Your Product Backlog

4 Techniques for Prioritizing Your Product Backlog

CoreStory
.
October 6, 2021
Development
The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)

The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)

Charath Ram Ranganathan
.
December 12, 2024
Development
5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)

5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)

CoreStory
.
May 18, 2023