corestory

Your agent isn't failing because the model is bad. It's failing because it doesn't know your codebase. @CoreStoryAI CEO Anand Kulkarni at GitHub Universe: add a spec → 51% improvement in Copilot acceptance rate. youtube.com/watch?v=aiI7Wh…

Agents fail on complex codebases because they work blind. @CoreStoryAI CEO @anandkulkarni showed the fix at #GitHubUniverse 2025: Spec-Driven Development. 51% better @GitHubCopilot code acceptance. Complex rewrites that actually finish. ▶️ youtu.be/aiI7WhekhS0

$248 million wasted annually on failed digital transformation. Not a budget problem. Not a culture problem. AI agents without context break production. CoreStory gives them the Intelligence Model they need. corestory.ai

CIOs aren't failing at AI modernization because they lack ambition. They're failing because the AI has no idea what the system actually does. Context engineering isn't optional. It's the prerequisite. corestory.ai

What if your codebase had a digital twin? Not a diagram. A persistent, queryable model of what your code actually does — that AI agents query in real time. Best agents don't have the best prompts. They have the best context. corestory.ai

Your code changes. Your intelligence model should too. CoreStory's Living Intelligence automatically updates as your codebase evolves — no stale specs, no agents working from outdated context. This is what keeping AI grounded actually looks like. corestory.ai

79% of software modernization projects fail after $1.5M+ invested. Not because teams lack effort. Because AI agents lack context. CoreStory fixes the context problem — a persistent Intelligence Model your agents can actually trust. corestory.ai

Most enterprise AI projects fail before they start. The model is fine. The problem is nobody understands the code it's supposed to work with. CoreStory fixes that. Agent Grounding for the real world.

Run the same AI analysis twice. Same answer? For most tools: sometimes. Fine for a chatbot. Not for a compliance audit. "Usually right" isn't a standard. It's a liability. → corestory.ai/post/determini…

More tokens ≠ better AI output on legacy code. Bigger context window = attention dilutes = worse results. The fix isn't more context. It's better context architecture. → corestory.ai/post/the-conte…

73% fewer tokens. 67% lower cost per task. Zero production-breaking bugs. The 70% cost reduction isn't a discount. It's what happens when you stop sending the noise. → corestory.ai/post/how-cores…

Most enterprise AI projects fail before they start. Not because of the AI — because nobody understands the code. youtu.be/XFf1DzxqZBU?ut… #CodeIntelligence #EnterpriseAI

We’re excited to announce that CoreStory has partnered with @FactoryAI. We’re enabling AI agents to work with real architectural context, driving more accurate, reliable, and production-ready code across the SDLC. Read more: corestory.ai/post/corestory…

Legacy code isn’t “technical debt.” It’s institutional knowledge. Most AI tools only understand what you’re writing next. They don’t understand what already exists. That’s the gap CoreStory was built to close. This is how teams modernize without breaking what already works.

Enterprise SWE agents fail without code intelligence. CoreStory → 51% accuracy boost for SWE agents = The difference between "doesn't work" and "ships to prod" Legacy analysis: 18 months → minutes Result: Enterprise SWE agent dev that actually works corestory.ai/post/specifica…

New from @CoreStoryAI: Engineering Monthly — a regular look into the ideas shaping our engineering community. • Spec-driven dev in the AI era • SWE-Bench + real-world • Modular, skill-based agents Read → corestory.ai/post/corestory… #AI #CodeIntelligence #SpecDrivenDev

@NEA @corestoryai Legacy software is one of the biggest untapped frontiers for AI. @corestoryai approach, turning decades of code into living, structured specs, could unlock trillions in enterprise value trapped in technical debt.

That’s a wrap! 💥 At #GitHubUniverse 2025 our founder showed how @corestoryai makes Copilot smarter by design — specs as context, full automation, & 3× ROI for enterprise devs. Slides 👉hubs.la/Q03QRSDW0 #SpecDrivenDevelopment #AI #CodeIntelligence #CoreStory

🎉 Congratulations, @corestoryai--$32 Million Series A to Modernize the World’s Legacy Software with AI for Code Intelligence. “CoreStory is redefining how enterprises understand and manage their software estates. By converting legacy code into structured, living specifications, CoreStory bridges the gap between decades of accumulated complexity and the new era of AI-assisted development.” -@aaronej 📰: businesswire.com/news/home/2025…