The Knowledge Tree

Business domains.
AI compounds them.

The domains 2nth brings AI to — and the technology foundations that make it run. Every skill node is context you can read, your agent can load, and your team can operate with.

One asset. Three modes.

Every skill node in the tree serves humans and agents simultaneously — the same knowledge, consumed three different ways.

01
Read
Human reads the explainer. Understands the technology, the tradeoffs, and when to use it.
02
Load
Agent loads the skill node as context. Gets structured knowledge, not generic training data.
03
Build
Agent uses the skills tree to deploy, configure, and operate — across connected domains.
2ⁿ
Compound
Each new node multiplies the tree's value. Skills connect, transfer, and compound across domains.
skillsn

Ten skill nodes aren't ten times more useful than one — they're a hundred times more useful. Every node connects to every other node, and your agent can traverse the entire tree.

Two readers. One tree.

Every piece of content serves the human learning and the agent operating — simultaneously.

For Humans

Learn with structure

Explainers built by practitioners, not content farms. Honest tradeoffs, real architecture decisions, and practical guidance.

  • Technology deep-dives with decision guides
  • Skill decomposition for any domain
  • Role-based learning paths
  • "When to use it, when to skip it"
For Agents

Operate with context

Load any branch of the skills tree into your agent's context. Transform a generic model into a domain-aware operator.

  • Structured context bundles per domain
  • Deployment patterns and integration maps
  • Operational knowledge for infrastructure management
  • Cross-domain skill traversal

Eight domains. One knowledge tree.

Canonical 2nth skill domains — the structure every 2nth agent, partner, and build is grounded in. Each card is a branch of the tree, with production skills underneath and more landing every month.

Deepest branch
⚙️

Technology

Cloudflare, Frappe, AWS, Cisco, ElevenLabs, GitHub, Zoho, Claude Code, agent protocols, architecture. The infrastructure and integration layer every other domain runs on.

Cloudflare Frappe AWS Architecture Claude Code
Production
🏢

Business

ERP, CRM, HR, sales, operations. The systems businesses actually run on — integrated, API-first, and built to carry AI inside the workflow, not bolted on.

Sage X3 ERPNext Shopify Xero Recruitment
Coming soon
📊

Data

Strategy, engineering, analysis, science, ML ops, visualisation, governance. The layer that turns raw events into decisions — and the one regulators care most about.

Strategy Engineering ML Ops Governance POPIA
Coming soon
💰

Finance

Capital markets, modelling, reporting, accounting, treasury, tax. The practices that move money and risk — with South African FSCA and SARB context where it matters.

Capital Markets Modelling QuickBooks FSCA
Coming soon
⚖️

Legal

Commercial, disputes, property, employment, IP, corporate, data privacy, fundraising. Contract intelligence and regulatory practice — the domains where getting it wrong isn't an option.

Commercial Employment POPIA IP Corporate
Coming soon
🏥

Healthcare

Clinical systems, operations, finance, digital, public health, pharmacy, mental health. The practice areas where the stakes are patient outcomes, not just revenue.

Clinical HL7 FHIR Pharmacy NHI
Coming soon
📡

IoT

Hardware, firmware, connectivity, sensors, power, platform. The skills for building systems that live outside the cloud — and survive load shedding doing it.

Hardware Firmware LoRaWAN tinyML ICASA
Coming soon
🎓

Education

Curriculum design, assessment, higher ed, K12, corporate training. The infrastructure behind learning that compounds — across CAPS, IEB, Cambridge, IB.

Curriculum Assessment Higher Ed K12

From the tree

Recently published skill nodes — each one making the tree more connected and every agent more capable.

Choose your depth

Start free. Go deeper as the value compounds for your team and your agents.

Open

Explore

Technology explainers and framework overviews. Read, learn, and load into your agent's context.

  • All technology explainers
  • Framework deep-dives
  • Decision guides
  • Agent context format
Browse the tree
Partner

Compound

Your IP operationalized as a skills tree. Private branches, co-branded nodes, and agent-ready context for your domain.

  • Everything in Build
  • Private skills tree branches
  • Co-branded domain nodes
  • Agent context packages for your IP
  • Institutional knowledge capture
Partner intake · coming soon