Agent Infrastructure · Private Beta

YOUR AI AGENTMEETS YOUR USERSFOR THE FIRST TIME.EVERY TIME.

Every session starts fresh. Every user re-explains their context. Your power users are talking to a stranger they've known for months.

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The Three Primitives

01 — 03
The Mechanism

MEMORY THAT KNOWS THEM.ACTIONS THAT MOVE THINGS.

agent invocation · alice · session 12
Without Kairn
“Research competitors for our Q2 pricing deck.”
✗ no memory loaded✗ no tools available
I'd be happy to help with competitive research! Could you tell me more about your industry, current pricing model, and which competitors you're most focused on? [waiting for context you already gave it last week]
With Kairn
“Research competitors for our Q2 pricing deck.”
factrole → "Head of Product, B2B SaaS"
preferencestyle → "bullets, direct, skip preamble"
noteQ2_focus → "pricing strategy, enterprise tier"
↳ direct · bullets · no preamble
⟳ web_search("B2B SaaS pricing competitors 2026")✓ web_search("B2B SaaS pricing competitors 2026")→ 12 results
⟳ read("internal/pricing-notes.md")✓ read("internal/pricing-notes.md")→ 3.2kb loaded
1.Linear — $8/user/mo · usage-based enterprise · strong async
2.Notion — $16/mo flat · enterprise push · collaboration gap
3.Your edge — async-first, 40% cheaper, built for remote teams
intent: complex_task2 actions · 2.1s
Same question. Same agent. Different infrastructure.✓ memory loaded · tools executed · response adapted
Integration

ONE CALL.EVERYTHINGELSE IS AUTOMATIC.

Memory loaded. Intent classified. Style signals injected. Workspace isolated. All logged. You write none of it.

4 memory categoriesfact · pattern · preference · note
<1ms overheadzero extra tokens
100% isolatedper-invocation workspace
BYOKAnthropic · OpenAI · Groq · Google
app/api/chat/route.ts
// npm install @kairnsh/sdk

const result = await kairn.invoke({
soul:   "advisor",userId: req.userId,input:  message,})

// what came back:
// result.intent      → "task"
// result.memoryDelta → { pref: "bullets" }
// next call: style signals already loaded
Live Product

THIS IS WHAT THEAGENT LOADED.

Before it wrote a single word. 26 memory entries · loaded in <1ms · zero extra tokens.

audit log · invocation trace · user_001app.kairn.sh/dashboard/kairn/audit● live
Kairn audit log showing invocation trace with 26 memory keys loaded
No configuration. No code. The engine read her memory.✓ <1ms overhead · zero extra tokens
Invocation detail

SEE WHAT YOUR AGENTIS DOING IN REAL TIME.

Every call: input, output, user, soul, timestamp, tokens. Click a row to inspect.

invocations · user_001 · lewisapp.kairn.sh/dashboard/invocations● live
Kairn invocation detail: input, output, user, soul, timestamp, and tokens in real time
Input · Output · Tokens in/out · Timestamp
26
memory keys loaded
<1ms
overhead per call
0
extra tokens used
100%
per-user isolated

THE AGENTSHOULD KNOWYOUR USERS.

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