Use Cases
Real, runnable examples of mycontext-ai solving domain-specific problems across 8 industries. Each use case mixes multiple cognitive patterns, demonstrates a specific integration style, and shows what you actually get from the output.
Domains
| Domain | Use Cases | Highlights |
|---|---|---|
| Software Development | 6 | PR review pipeline, incident triage, ADRs, AI testing |
| Healthcare | 5 | Differential diagnosis, ethics consultation, literature synthesis |
| Banking & Finance | 5 | Credit risk, fraud investigation, regulatory audit |
| Legal | 5 | Contract risk, case strategy, regulatory impact |
| Education | 5 | Adaptive curriculum, Socratic tutoring, rubric design |
| Product & Strategy | 4 | Opportunity analysis, competitive intelligence, roadmapping |
| Government | 5 | Policy impact, crisis response, budget allocation |
| HR & People Ops | 5 | Performance reviews, L&D paths, culture analysis |
Integration Styles Used
Every use case picks the integration style that fits the problem — raw Context, LangChain LCEL, CrewAI multi-agent, AutoGen, LlamaIndex RAG, Blueprint, or Agent Skills. Most examples combine two or three.
Patterns Coverage
These use cases collectively cover all 88 cognitive patterns. Every pattern is open source, ships in every install, and runs offline with your own LLM API key — no license keys, no tiers.