AGENTS & KNOWLEDGEUSEFUL CONTEXT. LASTING VALUE.

Give your agentsmore towork with.

An open sculptural book with layered slate pages and an amber bookmark, representing knowledge worth keeping — KNOWLEDGE WORTH KEEPING · BRAND ILLUSTRATION

Build project assistants, internal copilots, and client-facing agents that can use the right background—not just the latest message. Bring context, retrieval, and reviewed memory into your Laravel product without assembling every supporting piece yourself.

See the example

CONTEXT

The background you provide.

Project briefs, business information, and reference documents give your agents something useful to work from.

MEMORY

The knowledge worth keeping.

Useful findings from your agents’ work can become reviewed knowledge, ready to recall when it’s relevant.

ONE DECISION. MORE THAN ONE CONVERSATION.

Keep the reason.
Not just the answer.

Imagine a client-project assistant asked why a new website won’t take payments at launch. The answer is in the project brief. The useful part is keeping that decision—and its source—available for later work.

ILLUSTRATIVE EXAMPLE · AN ASSISTANT YOU COULD BUILD

CLIENT WEBSITELAUNCH APPROACH

Project context

A reason behind the requirement.

“Launch with an inquiry form, not online payments. The team needs to confirm availability before accepting a booking.”

REFERENCEProject brief · Launch approach

Background supplied to the project.

START WITH THE ACTUAL PROJECT

Give the agent the background your team already has.

The brief records both the decision and the reason for it. Your assistant can work from relevant project information rather than ask the user to explain everything again.

Your partConnect the project references and decide who can access them.

The remaining stages: the assistant answers using the brief; the launch decision is proposed as a memory candidate; after independent review, accepted knowledge can inform relevant future work. For example, a later question—“What should the booking button say?”—could receive “Request availability,” consistent with the project’s inquiry-first launch.

Explore how the same decision moves from source material to an answer, then to a candidate for reviewed memory.

LESS CONTEXT PLUMBING. MORE PRODUCT.

We provide the foundation.
You give the agent a purpose.

The foundation provides

Configurable agentsShape agent behavior, model choices, and available tools for different roles.
Reference material in reachBring workspace and project context into the work, with authorized search and retrieval.
Independently reviewed memorySeparate a promising finding from accepted knowledge before later recall.
Scope and source historyKeep knowledge tied to its evidence and relevant workspace or project.

STILL YOUR CRAFT

Your product makes it useful.

You choose the job the agent does, connect your business data, set its permissions, and design the experience your customers use.

Give the project assistant a focused role: explain decisions using relevant references, with only the tools you choose to make available.

Give that knowledge a way to act

More context.
Not more authority.

Remembering a decision doesn’t grant permission to act on it. Sources still need to be accessible, and your application’s permission checks stay in place.

This is reusable context and memory—not model retraining or a guarantee of correct answers. Your product still needs configured providers, useful source material, and clear permissions.

PART OF THE WHOLE FOUNDATION

Give the agent context.
Give your product a head start.

Bring agents and reviewed knowledge into your product alongside workflows, interface builders, and the rest of CraftsmanOS.

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