Conference

Fragments Conference - 5 May 2026 in the Faroe Islands. Building AI Agent Solutions. Learn more

Your AI Agent Sucks at Knowledge Management
Usable to the rescue.

Plug‑and‑play knowledge management for your AI agent. Skip the RAG/GraphRAG chaos—connect your content to Usable and get production‑grade answers in minutes, without building a knowledge stack yourself.

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Or try Usable Chat without any external tools — experience our memory layer directly in your browser.

TRY USABLE CHAT

Connect Your Tools

Connect Usable to your favorite AI assistant or workspace in minutes. One simple setup gives your entire team instant access to shared knowledge.

Works with any MCP-compatible tool — Cursor, Claude, VS Code, Windsurf, and more.

Capture Knowledge

As you work, save important decisions, procedures, and insights. Usable organizes everything automatically so your team can find it later.

Ask AI agents to capture patterns, solutions, and context as searchable memory fragments.

Find It Instantly

When you or your team need information, Usable surfaces the right knowledge at the right time — no digging through old documents or chat history.

Agents retrieve relevant fragments during work — architectural decisions, debugging solutions, and team standards.

Team Collaboration

Share knowledge seamlessly across your entire team. Build a collective intelligence that grows stronger with every interaction.

Seamless Integration

Works with your existing tools and workflows. Integrate with Cursor, Claude Code, VS Code, Cline, Windsurf, and more with just a few clicks.

Development Context

Capture the full context around projects, features, and changes. Understand not just what was done, but why and how.

Architectural Decisions

Never lose the reasoning behind critical architectural decisions. Capture why decisions were made, what alternatives were considered, and how they impact your system.

Code Patterns

Document reusable patterns, best practices, and common solutions. Make your team's collective coding wisdom instantly searchable and accessible.

Debugging Stories

Preserve the solutions to complex bugs and issues. Turn every debugging session into a learning opportunity for your entire team.

Document and Implement Internal Library

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.
2

Consumer asks to implement

Another developer asks their agent to implement the library in their app.
3

Agent finds docs

The agent searches Usable, finds the documentation fragment, and understands the API and examples.
4

First-try implementation

It implements the library without hallucinations and wires up the key feature.
5

Auto-linked knowledge

After merge, the agent documents the integration. Usable links the docs and implementation via tags and concepts.

.repo/usable – engineer.tsx

repo: internal-lib

$ create documentation fragment focusing on feature X

→ Usable: created "Internal Lib – Feature X" (type: knowledge)

$ implement internal-lib feature X

→ Agent: found fragment, generating edits…

→ PR ready. Linked with tags: library, feature-x

Provision Databases with Secure Crossplane CRDs

1

Develop secure CRDs

DevOps engineers build Crossplane CRDs encoding company best practices for secure Postgres/MySQL across supported clouds.
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.
3

Provision database

A developer asks the agent to set up a Postgres database on AWS.
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.
5

Capture issues for reuse

Any issues discovered during provisioning are captured as solution fragments for future sessions.

provision.yaml

# Fragment: PostgresInstance CRD (excerpt)

apiVersion: apiextensions.k8s.io/v1

kind: CustomResourceDefinition

metadata:

name: postgresinstances.database.example

spec:

group: database.example

names:

kind: PostgresInstance

versions:

- name: v1

schema:

openAPIV3Schema:

properties:

spec:

properties:

profile: enum[aws-secure, azure-secure, gcp-secure]

storageGiB: integer

highAvailability: boolean

# Example resource

apiVersion: database.example/v1

kind: PostgresInstance

metadata:

name: app-prod

spec:

profile: aws-secure

# $ kubectl apply -f crossplane/app-db.yaml

# → Applied secure profile; docs + spec linked in fragment

Onboard Teams and Scale Standards

1

Teach the LLM

Team members teach the LLM best practices, tech stack, and patterns; the LLM creates learnings as fragments.
2

Onboard fast

New members scaffold and ship code guided by the agent, with comparisons to team standards.
3

10× delivery

Existing members move faster with the team's combined knowledge of services, libraries, and deployments.

onboarding.md

# Team Onboarding Checklist

- Install dependencies

- Connect IDE to Usable

- Read 'Frontend Standards' fragment

- Ask agent: scaffold dashboard page

Free

$0 no credit card required

START FREE

1 GiB storage included
5M knowledge creation tokens/month
500K knowledge search tokens/month
Up to 5 owned workspaces
Up to 5 team members
Community support

Standard

$20

CHOOSE STANDARD

5 GiB storage included
16M knowledge creation tokens/month
3M knowledge search tokens/month
Advanced graph analysis
Unlimited workspaces
Unlimited team members
Email support

Pro

$100

CHOOSE PRO

80 GiB storage included
40M knowledge creation tokens/month
7.5M knowledge search tokens/month
Advanced graph analysis
BYOK agentic search
Unlimited workspaces
Unlimited team members
Dedicated Slack channel

How does Usable work?

Usable uses AI to capture, compress, and organize your team's knowledge. It learns from your interactions and builds a searchable memory that grows smarter over time.

How long does setup take?

You can get started with Usable in under 5 minutes. Simply sign up, connect your tools, and start capturing knowledge. No complex configuration required.

How does Usable billing work?

Workspace owners pay for storage and knowledge creation tokens. Individual users pay for their own knowledge search tokens when they exceed free tier limits. You get 5 owned workspaces and 1 GiB storage free. Upgrade to Starter ($20/user/month) or Pro ($100/user/month) for higher limits.

How do tokens work with multiple users?

Storage and knowledge creation tokens accumulate across your organization. For example, if you have 1 Pro user + 5 Starter users + 4 Free users, you get 140M creation tokens total (40M + 80M + 20M). Storage works the same way, giving you 105 GiB total (80 GiB + 25 GiB + 4 GiB). However, knowledge search tokens are individual per user. This makes it cost-effective for mixed teams.

What's the difference between pricing tiers?

The main differences are storage limits (1 GiB / 5 GiB / 80 GiB), knowledge creation token limits (5M / 16M / 40M per month), knowledge search token limits (500K / 3M / 7.5M per month), team size limits (5 members / unlimited / unlimited), and support levels (Community / Email / Email).

Can I integrate with my existing tools?

Yes! Usable integrates with popular development tools like Cursor, Claude Code, VS Code, Cline, Windsurf, and more. We're constantly adding new integrations based on user feedback.

What if I need to export my data?

You own your data. You can export all your knowledge fragments at any time in multiple formats including JSON, CSV, and Markdown. No vendor lock-in.

What about workspaces I'm invited to?

Being invited to workspaces doesn't affect workspace storage or creation costs — only the owner pays for those. However, you pay for your own knowledge search tokens when you exceed your free tier limits, regardless of workspace ownership.

What are knowledge creation and search tokens?

Knowledge creation tokens power creating fragments, editing content, AI summarization, and keeping your memory mesh up-to-date. Knowledge search tokens power finding information, semantic search, and getting knowledge out of your memory mesh. Think of creation as "putting knowledge in" and search as "getting knowledge out."

What support do I get at each level?

Free: Community support via Discord.
Starter & Pro: Email support with priority response times.

Ready to give your team shared memory?

Start building with AI agents that remember everything. Free tier available — no credit card required, no complex setup.

5 May 2026

Faroe Islands

A 2-day gathering of the global AI agent builder community, held in one of the most spectacular places on Earth. Connect with peers, share breakthroughs, and discover how to build better AI agents with the best knowledge management on the planet.

Learn More

Built with Usable

The Usable landing page was created by someone with no programming background, working with an AI assistant embodying Orlando — an LLM persona stored in Usable's public workspace: Orlando. Through conversations where Orlando remembered design standards, brand voice, and project goals, a professional site emerged from pure collaboration.

This is Usable in action: making AI agents actually useful.

Your AI Agent Sucks at Knowledge Management
Usable to the rescue.

Works with any MCP-compatible tool

How it works

Connect Your Tools

Capture Knowledge

Find It Instantly

Capture every type of knowledge

Team Collaboration

Seamless Integration

Development Context

Architectural Decisions

Code Patterns

Debugging Stories

Use Cases

Document and Implement Internal Library

Author library docs

Consumer asks to implement

Agent finds docs

First-try implementation

Auto-linked knowledge

Provision Databases with Secure Crossplane CRDs

Develop secure CRDs

Document CRDs & spec

Provision database

Apply best-practice profile

Capture issues for reuse

Onboard Teams and Scale Standards

Teach the LLM

Onboard fast

10× delivery

Simple, transparent pricing

Free

Standard

Pro

Frequently asked questions

Ready to give your team shared memory?

Fragments Conference 2026

Built with Usable

Your AI Agent Sucks at Knowledge Management Usable to the rescue.

Works with any MCP-compatible tool

How it works

Connect Your Tools

Capture Knowledge

Find It Instantly

Capture every type of knowledge

Team Collaboration

Seamless Integration

Development Context

Architectural Decisions

Code Patterns

Debugging Stories

Use Cases

Document and Implement Internal Library

Author library docs

Consumer asks to implement

Agent finds docs

First-try implementation

Auto-linked knowledge

Provision Databases with Secure Crossplane CRDs

Develop secure CRDs

Document CRDs & spec

Provision database

Apply best-practice profile

Capture issues for reuse

Onboard Teams and Scale Standards

Teach the LLM

Onboard fast

10× delivery

Simple, transparent pricing

Free

Standard

Pro

Frequently asked questions

Ready to give your team shared memory?

Fragments Conference 2026

Built with Usable

Your AI Agent Sucks at Knowledge Management
Usable to the rescue.