Use Cases
See how Usable turns team knowledge into shipped work.
Pick a role to follow the step-by-step flow with a preview.
Document and Implement Internal Library
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1
Author library docs
You have a private library without documentation. In the repo, ask Usable to create a documentation fragment, focusing on key feature X or Y.
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2
Consumer asks to implement
Another developer asks their agent to implement the library in their app.
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3
Agent finds docs
The agent searches Usable, finds the documentation fragment, and understands the API and examples.
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4
First-try implementation
It implements the library without hallucinations and wires up the key feature.
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5
Auto-linked knowledge
After merge, the agent documents the integration. Usable links the docs and implementation via tags and concepts.
Provision Databases with Secure Crossplane CRDs
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1
Develop secure CRDs
DevOps engineers build Crossplane CRDs encoding company best practices for secure Postgres/MySQL across supported clouds.
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2
Document CRDs & spec
Ask the LLM to create fragments that document the CRD itself (schema/fields, validation, examples) and also extract best practices and security constraints.
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3
Provision database
A developer asks the agent to set up a Postgres database on AWS.
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4
Apply best-practice profile
The agent finds the relevant fragments (e.g., Azure/AWS profiles), generates YAML, and runs kubectl to apply the CRD configuration.
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5
Capture issues for reuse
Any issues discovered during provisioning are captured as solution fragments for future sessions.
Onboard Teams and Scale Standards
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1
Teach the LLM
Team members teach the LLM best practices, tech stack, and patterns; the LLM creates learnings as fragments.
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2
Onboard fast
New members scaffold and ship code guided by the agent, with comparisons to team standards.
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3
10× delivery
Existing members move faster with the team's combined knowledge of services, libraries, and deployments.