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Built for Complex, Long-Lived Codebases
Most context engineering solutions treat context as disposable–rebuilt per session, per tool, or per person. CoreStory is designed for systems where understanding must persist across people, tools, and time.
Persistent Code Intelligence that Compounds
CoreStory sits between your software systems and the people or agents working on them. It continuously ingests code, builds a persistent intelligence model, and serves accurate system context on demand.
Shared System Understanding
A unified model of how the system actually behaves — architecture, workflows, and business rules.
Intelligence Grounded
in Code
Living context derived directly from source code, not manually curated or guessed.
Persistence Across
People and Tools
Knowledge that survives turnover, compounds over time, and is accessible everywhere work happens.
One Shared Intelligence Model.
Many Consumers.
Everyone works from the same system understanding, reducing misalignment, rework, and risk across roles.
Selected Role
System Thinkers (Architects, Staff Engineers, SREs, etc.)
Use CoreStory for
- Architecture design
- Migrations
- Incident analysis
Outcomes
- Confident system-level decisions
- Reduced systemic risk
- Shared reality across teams
Selected Role
Planners (PMs, BAs, EMs, etc.)
Use CoreStory for
- Roadmapping
- Requirements definition
- Sprint planning
Outcomes
- More realistic project plans
- Clearer handoffs to devs
- More predictable delivery
Selected Role
Builders (Engineers, Developers, AI Agents, etc.)
Use CoreStory for
- Development
- Debugging
- Refactoring
Outcomes
- Accurate implementations
- Faster delivery
- Fewer regressions
Selected Role
New Hires
Use CoreStory for
- Onboarding to complex repos
- Understanding system behavior
- Navigating code with confidence
Outcomes
- Rapid system comprehension
- Less reliance on tribal knowledge
- Fewer regressions during changes
Give AI Agents Real System Understanding
AI agents fail without proper context. CoreStory gives them durable, queryable understanding so they can reason about impact, constraints, and intent.
MCP / API Integrations
Enable agents like Claude Code, Codex, Devin, Droid, GitHub Copilot, and Cursor Composer to query your CoreStory intelligence while planning and coding
AI-Assisted Spec Generation
Accelerate common product and engineering workflows with guided spec creation
Ready-To-Use Playbooks
Plug CoreStory directly into the coding agent of your choice and see up to 44% better results from your coding agents of choice
Supporting Complex Enterprise Use Cases
Legacy App Modernization and Migration
Fully understand your legacy code to modernize it with speed and confidence
Application Maintenance and Extension
Support maintenance of existing systems with deep code and architecture insights
Technical Debt from AI Code Generation
Automatically turn AI-generated code from black-box to fully documented
Developer Onboarding to Legacy Codebases
Speed up developer onboarding with deep and interactive code insights
Give your team (and your AI) the full picture.
See how CoreStory can generate deep insights from your legacy code in a matter of hours.