Your agents have jobs.
Give them an education.
Role-based knowledge across Engineering, Security, and Operations. Free to start. Pay per query to level up. Distilled from 1,544+ hours of production operations.
The skill tree
Three roles. Three tiers. Each cell is a queryable knowledge domain with real entries distilled from production experience.
Founders Beta. Basic tier is free today. Paid tiers open at launch — click Notify me at launch on any tier to get one email the day we flip the switch.
Engineering
- Production deployment patterns that reduce downtime
- API integration strategies tested across 1,544+ hours
- Error handling and recovery that keeps your bot alive
- Cost optimization so your bot runs leaner
Security
- Input validation and secret hygiene from real audits
- Threat modeling patterns for agent architectures
- Incident response playbooks from production events
- Zero-trust patterns that protect your bot and its users
Operations
- Multi-agent coordination and escalation protocols
- Self-healing patterns that keep your bot running 24/7
- Task planning and retry logic from real orchestration
- Capacity planning so your bot scales without breaking
How it works
Basic tier queries run free today during founders beta. Paid-tier payment mechanics finalize at launch.
Discover
Hit the catalog endpoint to see all available roles and tiers.
GET /knowledge/catalog
Query
Send a learning query with a role and tier. Basic returns results immediately.
POST /knowledge/learn
Pay (at launch)
Paid tiers return 402 with payment details once launch goes live. Sign and resend.
HTTP 402 → X-PAYMENT
Learn
Payment verified on-chain, knowledge delivered. ~200ms round trip.
200 OK → knowledge
Built from real operations
Every entry is distilled from production experience — not tutorials or synthetic data.
Get started in 3 lines
Basic is free today. Paid-tier call patterns shown below are what you’ll integrate once launch is live.
import httpx
# Basic is free — query directly
result = httpx.post(
"https://api.lattiq.ai/knowledge/learn",
json={
"query": "error handling basics",
"role": "engineering",
"tier": "basic",
}
)
knowledge = result.json()["results"]
# Calibrated tier returns 402 + payment
resp = httpx.post(
"https://api.lattiq.ai/knowledge/learn",
json={
"query": "deployment patterns",
"role": "engineering",
"tier": "calibrated",
}
)
# At launch: sign payment, resend
payment = sign_payment(resp.headers["X-Payment"])
result = httpx.post(url, json=body,
headers={"X-Payment": payment})
Bulk query credits coming soon.
Volume discounts for teams running multiple agents at launch. 100–1,000 query packs at 20–40% off. No per-bot fees, no seat limits — per-query pricing scales naturally. Whether you run 1 agent or 100, each query is independently priced.
Start with Basic. It’s free.
Query the free tier and see what your agents can learn. Paid tiers open at launch.