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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.
Development Legacy Modernization with CoreStory: a J2EE Demo
CoreStory's Code Modernization Playbook was run against Sun Microsystems' Java Pet Store — a canonical J2EE application — in a single working session. It produced a full modernization readiness assessment, extracted and cataloged 95 business rules from the codebase, and delivered an end-to-end modernization using the CoreStory Code Modernization playbook.
All Business Artificial Intelligence Development
[Development\
Legacy Modernization with CoreStory: a J2EE Demo
Technical Deep Dive: Modernizing Java Pet Store With CoreStory
[Artificial Intelligence\
The Context Window Paradox: Why Throwing More Tokens at Legacy Code Doesn't Work
[Artificial Intelligence\
Agent Boosting: The Missing Workflow for Getting Real Results from AI Coding Agents
[Artificial Intelligence\
Deterministic AI Analysis: Why Consistent Results Matter for Enterprises
[Artificial Intelligence\
Claude’s COBOL Demo Moved Markets — But Context Moves Migrations and More....
[Artificial Intelligence\
How CoreStory Cuts LLM Costs by 70% While Improving Output Quality
[Marketing\
Understanding Code at Scale: A Conversation with Anand on the Future of Code Intelligence
[Development\
CoreStory Brings Code Intelligence to Agent-Native Development on Factory
[Artificial Intelligence\
How CoreStory Improves Benchmark Performance for Leading Coding Agents
[Artificial Intelligence\
Deep Dive: How CoreStory Improves Benchmark Performance for Coding Agents
[Business\
Accelerate modernization and elevate AI performance through the CoreStory Partner Program.
[Development\
[Business\
Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence
[Development\
Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook
Announcing the CoreStory + Cursor Automated Test Generation Playbook
Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook
Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook
Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook
Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook
[Development\
Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook
[Development\
Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook
[Development\
Announcing the CoreStory + Devin MCP Playbook
[Development\
Announcing the CoreStory + Claude Automated Test Generation Playbook
[Development\
How to Work at Breakneck Speed Without Breaking Your Neck
[Artificial Intelligence\
CoreStory Engineering Monthly — October 2025
[Business\
CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI
CoreStory in the News: Full Coverage Recap
[Artificial Intelligence\
Using Prediction Machines to Build Intelligence
[Artificial Intelligence\
LLMs vs Human Experts in Requirements Engineering
[Artificial Intelligence\
Why Adopting AI is a Moral Imperative
[Development\
In 2025 LLMs Will Be the Secret Sauce in Software Development
[Development\
The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)
[Artificial Intelligence\
5 ways AI will change the software development life cycle
[Artificial Intelligence\
Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot
[Business\
Top Digital Transformation Priorities for Logistics
[Business\
Top Digital Transformation Priorities for Financial Services
[Development\
How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context
[Artificial Intelligence\
Demystifying the Buzzwords: What AI and ML Look Like in Practice
[Business\
Best Open Source Data Visualization Tools
[Development\
5 Common Software Architecture Patterns
[Artificial Intelligence\
How AI is Revolutionizing Quality Engineering: A Practical Look
[Artificial Intelligence\
How AI and Spatial Computing Are Changing the Game in Design
[Development\
Crowdbotics Available in Microsoft Azure Marketplace
[Business\
The Five Questions Tech Executives Are Asking About AI
[Business\
CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software
[Artificial Intelligence\
Nine Essential AI Tools for Software Modernization
[Business\
Top Digital Transformation Priorities by Industry Sector
[Artificial Intelligence\
Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics
[Business\
Security First: CoreStory Achieves SOC2 Type I Certification
[Development\
5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)
[Development\
4 Techniques for Prioritizing Your Product Backlog
[Business\
Accelerate modernization and elevate AI performance through the CoreStory Partner Program.
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December 1, 2025
[Business\
Cracking the Code in M&A: How CoreStory’s “Code-to-Spec” Transforms Tech Due Diligence
.
November 21, 2025
[Business\
CoreStory Raises $32 Million to Modernize the World’s Legacy Software with Agentic AI
.
October 28, 2025
Welcome to CoreStory
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September 8, 2025
[Business\
Security First: CoreStory Achieves SOC2 Type I Certification
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November 29, 2023
[Business\
CoreStory-CodeOps Platform and New Collaboration with Microsoft: Using AI to Build Software
.
April 23, 2024
[Business\
Top Digital Transformation Priorities for Logistics
.
November 1, 2024
[Business\
Top Digital Transformation Priorities for Financial Services
.
November 1, 2024
[Business\
Top Digital Transformation Priorities by Industry Sector
.
January 11, 2024
[Business\
Best Open Source Data Visualization Tools
.
October 6, 2024
[Business\
The Five Questions Tech Executives Are Asking About AI
.
July 2, 2024
[Artificial Intelligence\
Agent Boosting: The Missing Workflow for Getting Real Results from AI Coding Agents
March 24, 2026
[Artificial Intelligence\
Deterministic AI Analysis: Why Consistent Results Matter for Enterprises
March 23, 2026
[Artificial Intelligence\
The Context Window Paradox: Why Throwing More Tokens at Legacy Code Doesn't Work
March 25, 2026
[Artificial Intelligence\
How CoreStory Cuts LLM Costs by 70% While Improving Output Quality
February 24, 2026
[Artificial Intelligence\
Claude’s COBOL Demo Moved Markets — But Context Moves Migrations and More....
February 25, 2026
[Artificial Intelligence\
Deep Dive: How CoreStory Improves Benchmark Performance for Coding Agents
December 22, 2025
[Artificial Intelligence\
How CoreStory Improves Benchmark Performance for Leading Coding Agents
December 23, 2025
[Artificial Intelligence\
CoreStory Engineering Monthly — October 2025
November 9, 2025
[Artificial Intelligence\
Demystifying the Buzzwords: What AI and ML Look Like in Practice
October 6, 2024
[Artificial Intelligence\
Nine Essential AI Tools for Software Modernization
March 15, 2024
[Artificial Intelligence\
5 ways AI will change the software development life cycle
December 2, 2024
[Artificial Intelligence\
Why Adopting AI is a Moral Imperative
December 19, 2024
[Artificial Intelligence\
Unlocking AI-Powered Code Intelligence with Charath, CTO of Crowdbotics
January 5, 2024
[Artificial Intelligence\
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
September 5, 2024
[Artificial Intelligence\
Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot
November 8, 2024
[Artificial Intelligence\
LLMs vs Human Experts in Requirements Engineering
February 5, 2025
[Artificial Intelligence\
Using Prediction Machines to Build Intelligence
February 6, 2025
Technical Deep Dive: Modernizing Java Pet Store With CoreStory
.
April 10, 2026
[Development\
Legacy Modernization with CoreStory: a J2EE Demo
.
April 14, 2026
[Development\
CoreStory Brings Code Intelligence to Agent-Native Development on Factory
.
January 20, 2026
[Development\
Specification-Driven Development as an Enabler of Agile Methodology: Reducing Iteration Cost in AI-Assisted Software Engineering
.
November 27, 2025
[Development\
Announcing the CoreStory + Factory.ai Agentic Bug Resolution Playbook
.
November 18, 2025
Announcing the CoreStory + Cursor Automated Test Generation Playbook
.
November 18, 2025
Announcing the CoreStory + Cursor Agentic Bug Resolution Playbook
.
November 18, 2025
Announcing the CoreStory + Spec Kit Spec-Driven Development Playbook
.
November 18, 2025
Announcing the CoreStory + GitHub Copilot Agentic Bug Resolution Playbook
.
November 18, 2025
Announcing the CoreStory + GitHub Copilot Automated Test Generation Playbook
.
November 18, 2025
[Development\
Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook
.
November 18, 2025
[Development\
Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook
.
November 18, 2025
[Development\
How to Work at Breakneck Speed Without Breaking Your Neck
.
November 13, 2025
[Development\
Announcing the CoreStory + Devin MCP Playbook
.
November 18, 2025
[Development\
Announcing the CoreStory + Claude Automated Test Generation Playbook
.
November 18, 2025
[Development\
In 2025 LLMs Will Be the Secret Sauce in Software Development
.
December 12, 2024
[Development\
How the Crowdbotics GitHub Copilot Extension Delivers More Accurate Code with PRD-Driven Context
.
October 28, 2024
[Development\
Crowdbotics Available in Microsoft Azure Marketplace
.
September 4, 2024
[Development\
5 Common Software Architecture Patterns
.
October 6, 2024
[Development\
4 Techniques for Prioritizing Your Product Backlog
.
October 6, 2021
[Development\
The Future of Computing: Talking Our Way to Code (The Singularity Beckons?)
.
December 12, 2024
[Development\
5 Tips to Keep in Mind When Creating Your Product Requirements Document (PRD)
.
May 18, 2023