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.

Artificial Intelligence What Leading Models Still Get Wrong

We gave four leading models ordinary change requests that hinge on an unstated business rule. The code ran, the tests passed, and the rule broke anyway.

Artificial Intelligence

What Leading Models Still Get Wrong

Anand Kulkarni

Artificial Intelligence

CoreStory for Dummies: Plain Language Guide to the Technology and the Moat

The CoreStory Blog

CoreStory + Evermuse: Giving AI the Context to Build the Right Software

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

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

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

CoreStory in the News: Full Coverage Recap

Welcome to CoreStory

Security First: CoreStory Achieves SOC2 Type I Certification

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

Top Digital Transformation Priorities for Logistics

Top Digital Transformation Priorities for Financial Services

Top Digital Transformation Priorities by Industry Sector

Best Open Source Data Visualization Tools

The Five Questions Tech Executives Are Asking About AI

What Leading Models Still Get Wrong

CoreStory for Dummies: Plain Language Guide to the Technology and the Moat

The Context about Context: Why Enterprise AI Is Overspending on Re-Discovery

Ship Math: Measure AI Engineering Productivity by What It Ships

What Tool Responses Can Actually Teach an AI Agent

A Living Spec Makes Your AI Coding Tools Better

Code Knowledge Graphs: Why Open-Source Stacks Stall at Enterprise Scale

What We Learned at Gartner AIBS 2026

IBM Bob + CoreStory: An Agentic Code Modernization Case Study

Polymorphic Agents: Why Language-Aware Intelligence Beats Language-Specific Tools

How to Build a Knowledge Graph from Enterprise Source Code

Swimm vs Mintlify vs CoreStory: Code Documentation Tools vs Code Intelligence Platforms

MCP Servers for Codebase Context: How AI Coding Agents Access Code Intelligence

How to Give AI Coding Agents Better Codebase Context

Agent Boosting: The Missing Workflow for Getting Real Results from AI Coding Agents

Deterministic AI Analysis: Why Consistent Results Matter for Enterprises

The Context Window Paradox: Why Throwing More Tokens at Legacy Code Doesn't Work

How CoreStory Cuts LLM Costs by 70% While Improving Output Quality

Understanding Code at Scale: A Conversation with Anand on the Future of Code Intelligence

Deep Dive: How CoreStory Improves Benchmark Performance for Coding Agents

How CoreStory Improves Benchmark Performance for Leading Coding Agents

CoreStory Engineering Monthly — October 2025

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

5 ways AI will change the software development life cycle

Why Adopting AI is a Moral Imperative

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

How AI is Revolutionizing Quality Engineering: A Practical Look

How AI and Spatial Computing Are Changing the Game in Design

Unlocking Productivity: How Teaming Up AI Tools Supercharges GitHub Copilot

LLMs vs Human Experts in Requirements Engineering

Using Prediction Machines to Build Intelligence

The Full AI Developer Tools Stack for 2026

The AI-Native Code Intelligence Stack: Where the Wiki Ends and the Graph Begins

Technical Deep Dive: Modernizing Java Pet Store With CoreStory

CoreStory Brings Code Intelligence to Agent-Native Development on Factory

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

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

Announcing the CoreStory + Claude Code Agentic Ticket Resolution Playbook

Announcing the CoreStory + Claude Code Agentic Bug Resolution Playbook

How to Work at Breakneck Speed Without Breaking Your Neck

Announcing the CoreStory + Devin MCP Playbook

Announcing the CoreStory + Claude Automated Test Generation Playbook

In 2025 LLMs Will Be the Secret Sauce in Software Development

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

Crowdbotics Available in Microsoft Azure Marketplace

5 Common Software Architecture Patterns

4 Techniques for Prioritizing Your Product Backlog

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

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