bRRAIn Certified Integration Engineer

The role, the eight zones as integration checkpoints, the governed gateways, path selection, surfaces and clients, the design record, and the Universal Interconnection Principle applied as a method.

1. Module 1 pretest Diagnostic pretest · 5 min
2. The Integration Engineer's map: role, zones and zero trust Reading · 15 min
3. The governed gateways and what each one is for Reading · 15 min
4. Choosing an integration path: a decision procedure Worked example · 15 min
5. Surfaces, clients and the external HTTP API Reading · 15 min
6. Writing the integration design record Worked example · 15 min
7. The Universal Interconnection Principle in practice Scenario · 15 min
8. Lab: Choose the paths for a five-system rollout AI role-play lab · 45 min
9. Lab: Answer a vendor's integration request AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Record design for the vault, the ontology graph, POPE v1.1 tagging, versioning under Correction & Supersession, scope-aware layout, and store-versus-federate decisions.

1. Module 2 pretest Diagnostic pretest · 5 min
2. Record design for the vault: files, frontmatter and stable ids Reading · 15 min
3. Building the ontology graph from tags and links Reading · 15 min
4. POPE v1.1 for integrated records Worked example · 15 min
5. Schema drift, versioning and Correction & Supersession Reading · 15 min
6. Scope-aware layout: projects, extension namespaces and read limits Reading · 15 min
7. Store in the vault or federate in place? Scenario · 15 min
8. Lab: Model a CRM in the vault AI role-play lab · 45 min
9. Lab: Review a batch of integrated records AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The extension runtime, the SDK client and errors, the vault sub-client, policy-aware ingestion, governance calls, and the manifest contract and marketplace submission.

1. Module 3 pretest Diagnostic pretest · 5 min
2. How an extension runs: supervisor, internal API and namespaces Reading · 15 min
3. Constructing the client, deadlines and APIError Worked example · 15 min
4. The vault sub-client in practice Worked example · 15 min
5. Policy-aware ingestion with Ingestion().Commit Worked example · 15 min
6. Role, policy, audit and notifier calls Worked example · 15 min
7. The manifest, the install contract and marketplace submission Reading · 15 min
8. Lab: Code review of a ticket-sync extension AI role-play lab · 45 min
9. Lab: Wire governance into a write path AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The Universal Interconnection Principle taught correctly, the design-time interconnection check, bRRAIn-to-bRRAIn engagements under the joint-session method, external auditor access, scope design and outbound data flows.

1. Module 4 pretest Diagnostic pretest · 5 min
2. The Universal Interconnection Principle, correctly Reading · 15 min
3. The design-time interconnection check Worked example · 15 min
4. Running a bRRAIn-to-bRRAIn engagement with the joint-session method Reading · 15 min
5. External auditors: the Robo Compliance auditor portal Reading · 15 min
6. Designing scope: least data, least privilege Worked example · 15 min
7. Outbound data flows: what leaves, through which gateway Scenario · 15 min
8. Lab: Design a 60-day bRRAIn-to-bRRAIn engagement AI role-play lab · 45 min
9. Lab: Defend the scope to a Security Controller AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Non-human identities, credential rotation, least privilege with scopes and custom roles, audit attribution, Login with bRRAIn for apps, and vendor secrets through Operator ENV and OAuth resolution.

1. Module 5 pretest Diagnostic pretest · 5 min
2. Non-human actors in bRRAIn Reading · 15 min
3. Credential rotation without breaking the audit trail Worked example · 15 min
4. Least privilege with scopes, custom roles and per-project grants Reading · 15 min
5. Audit attribution for services Reading · 15 min
6. Login with bRRAIn for your app (OIDC) Worked example · 15 min
7. Vendor secrets: Operator ENV and call-time resolution Worked example · 15 min
8. Lab: Inventory and right-size integration identities AI role-play lab · 45 min
9. Lab: Write a rotation runbook after a leaked token AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The Z6 MCP Gateway and dynamic tool catalog, Exchange MCP servers and tiers, calling tools from code, MCP permissions, Tool Registry entries, and MCP clients.

1. Module 6 pretest Diagnostic pretest · 5 min
2. The MCP Gateway and the dynamic tool catalog Reading · 15 min
3. Exchange MCP: 57 servers, tiers and credentials Reading · 15 min
4. Calling MCP tools from an extension Worked example · 15 min
5. MCP permissions and coordination with the Access Controller Reading · 15 min
6. Authoring Tool Registry entries Worked example · 15 min
7. MCP clients: Claude Desktop, VS Code, ChatGPT and the browser extension Scenario · 15 min
8. Lab: Roll out Exchange MCP servers for a department AI role-play lab · 45 min
9. Lab: Design a Tool Registry entry for an internal API AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Batching within ingestion limits, idempotency and safe retries, incremental sync with durable watermarks, telemetry, conflict handling and observability.

1. Module 7 pretest Diagnostic pretest · 5 min
2. Batching within ingestion limits Reading · 15 min
3. Idempotency and safe retries Worked example · 15 min
4. Incremental sync and durable watermarks Worked example · 15 min
5. High-velocity and telemetry sources Reading · 15 min
6. Conflicts, sources of truth and supersession Reading · 15 min
7. Observability for integrations Reading · 15 min
8. Lab: Design an incremental ticket sync AI role-play lab · 45 min
9. Lab: Replay after a partial failure AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Index-then-federate and the hot cache, the 31 connectors, access tiers A0-A4, the datapipe MCP tools, pipelines and the Meta-Registry, and operating Data Pipe in production.

1. Module 8 pretest Diagnostic pretest · 5 min
2. How Data Pipe works: index, federate, cache Reading · 15 min
3. Onboarding sources with the 31 connectors Worked example · 15 min
4. Access tiers A0-A4 in practice Worked example · 15 min
5. datapipe_list_sources and datapipe_query Worked example · 15 min
6. Pipelines, the Meta-Registry and scopes Reading · 15 min
7. Operating Data Pipe: performance, cache and failure scenarios Scenario · 15 min
8. Lab: Onboard a warehouse and a SaaS source AI role-play lab · 45 min
9. Lab: Classify twelve objects into access tiers AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Migration planning, document ingestion with Mega-parser, the audit trail, PII, legal hold, stale and duplicate content, the plan/apply/revert reference pattern, and cutover validation.

1. Module 9 pretest Diagnostic pretest · 5 min
2. Migration planning Reading · 15 min
3. Documents: Mega-parser, ingestion rules and verification Reading · 15 min
4. Keeping the audit trail through a migration Reading · 15 min
5. PII, legal hold, stale and duplicate content Reading · 15 min
6. The plan / apply / revert reference pattern Worked example · 15 min
7. Cutover validation and the go/no-go call Scenario · 15 min
8. Lab: Plan a document-system migration AI role-play lab · 45 min
9. Lab: Run the go/no-go meeting AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The integration catalog, payload schemas, webhook ingress, OAuth connection management, Notifier outbound events, and choosing Agent Orchestrator workflows or extensions.

1. Module 10 pretest Diagnostic pretest · 5 min
2. The integration catalog: descriptors, events and actions Reading · 15 min
3. Payload schemas and mapping events into records Worked example · 15 min
4. Webhook ingress done right Reading · 15 min
5. Managing OAuth connections and triaging bearer failures Worked example · 15 min
6. Notifications and outbound alerts through the Notifier Reading · 15 min
7. Agent Orchestrator workflow or custom extension? Scenario · 15 min
8. Lab: Design webhook ingress for a CRM AI role-play lab · 45 min
9. Lab: Triage an OAuth failure AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The LLM Registry with the Handler default and commercial opt-in, model discovery and calls, idempotent registration, data handling for model calls, LLMOps governance and routing decisions.

1. Module 11 pretest Diagnostic pretest · 5 min
2. The LLM Registry and the Handler default Reading · 15 min
3. Discovering and calling models from an extension Worked example · 15 min
4. Registering models idempotently Worked example · 15 min
5. Data handling for model calls Reading · 15 min
6. Governing model use with LLMOps Reading · 15 min
7. Model routing decisions Scenario · 15 min
8. Lab: Onboard a self-hosted model AI role-play lab · 45 min
9. Lab: Review a commercial-model opt-in request AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

Test strategy with fake internal APIs and negative tests, debugging across layers, the integration dossier, the Build Methodology, controller coordination, and release and change.

1. Module 12 pretest Diagnostic pretest · 5 min
2. A test strategy for integrations Worked example · 15 min
3. Debugging across extension, pod and console Scenario · 15 min
4. The integration dossier Worked example · 15 min
5. The Build Methodology applied to integration work Reading · 15 min
6. Coordinating with the controllers Reading · 15 min
7. Releasing and changing integrations safely Reading · 15 min
8. Lab: Debug a failing integration AI role-play lab · 45 min
9. Lab: Defend the dossier to the Operations Controller AI role-play lab · 45 min
10. Module retrieval check Retrieval check · 10 min

The capstone brief, the design review checklist, a worked example, the capstone lab and an interleaved final review.

1. Module 13 pretest Diagnostic pretest · 5 min
2. The capstone: an end-to-end integration design package Reading · 15 min
3. The integration design review checklist Worked example · 15 min
4. A worked capstone example (abridged) Worked example · 15 min
5. Capstone lab: End-to-end integration design package AI role-play lab · 45 min
6. Interleaved retrieval check Retrieval check · 10 min