Under the hood

What remembers, and what you talk to

This page keeps the technical detail off the main page. It is for people who want to see how the memory is built and reach it from their own code.

Two pieces. One product.

Cold visitors often mix these up — here’s the split in one glance.

OSLO

Chat · Slack · Watch · form fill · vault ask-before-use

What you talk to

KnowShowGo

Concepts · assertions · embeddings · procedures · soft ACL

What remembers

Apps never call the memory HTTP API ad‑hoc — they use the KnowShowGo client SDK.

What memory actually does for you

Not “chat history.” Durable objects you can search, reuse, and keep private.

Teach once

Tell the agent your profile, logins (vaulted), and how a form should be filled. Next session it still knows — no re‑explaining.

Private vs commons

Your personal facts and credentials stay yours. Shareable procedures and ontology can compound in the public commons.

Watch mode

See the live Playwright browser while the agent works. When it’s unsure, it asks — it does not silently guess.

Forms that survive change

Procedures are remembered as data. When a layout shifts, the agent can repair and keep the fix — with your approval on submits.

KnowShowGo is the memory graph

Concepts, categories, and procedures as versioned data with provenance — not a prompt dump. Typed by prototypes; searchable by meaning.

  • Assertions with evidence and lineage
  • Embedding search over meaning
  • Soft private ACL (X-KSG-Owner)
  • Procedures resolved by intent, not hardcoded names
  • Procedures carry a state: candidate → validated → promoted → retired, computed from verified runs
  • Reachable from your own code via the public API
KnowShowGo concept hierarchy browser Concept hierarchy browser (schema.org + WordNet seed)

Try it live — 3 minutes

Prove memory yourself. Don’t just watch a video.

  1. Create a tester account /register → then open the agent
  2. Teach one fact In chat: “Remember my favorite color is blue.”
  3. New session, ask again “What’s my favorite color?” — it should recall from KnowShowGo.
  4. Optional: live browser Watch OSLO work · inspect memory in the Token Viewer

Honest MVP status

Works today

  • Chat + durable KSG memory
  • Vault ask-before-use
  • Watch live browser
  • Approval-gated form fill / mock dogfood
  • Independent outcome verification: a run is verified only by a signal outside the agent's browser (site record, confirmation email, API, or a person)

Not claiming yet

  • Reliable unattended Indeed / Glassdoor (Cloudflare)
  • Unattended LinkedIn production apply
  • Phone-app automation on a live device (mock-tested only)
  • GoDaddy DNS / domain edits by the agent
  • Hard token multi-tenant identity