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30 changes: 30 additions & 0 deletions docs/ai-agent-orchestration-patterns.md
Original file line number Diff line number Diff line change
Expand Up @@ -26,6 +26,20 @@ AI Agent Orchestration involves coordinating multiple specialized agents to solv
1. **Hierarchical Task Delegation:** A primary manager agent delegates sub-tasks to specialized worker agents.
2. **Swarm Intelligence:** Agents operate peer-to-peer, sharing context via a unified memory bus.
3. **Sequential Pipelines:** Agents act as stages in a pipeline, refining outputs progressively.

```mermaid
graph LR
classDef component fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#000;
classDef default fill:#e1f5fe,stroke:#03a9f4,stroke-width:2px,color:#000;

subgraph Key Orchestration Paradigms
Hierarchical["Hierarchical Task Delegation<br>Manager delegates to Workers"]
Swarm["Swarm Intelligence<br>Peer-to-peer, shared memory"]
Sequential["Sequential Pipelines<br>Agents as stages, progressive refinement"]
end

class Hierarchical,Swarm,Sequential default
```
---
## 🏗️ Architectural Blueprints for Multi-Agent Systems

Expand Down Expand Up @@ -96,4 +110,20 @@ Agents with execution capabilities must be sandboxed.
- [ ] Establish a Shared Context Memory Database to eliminate redundant context passing.
- [ ] Ensure all AI-generated code follows the 'Zero-Approval' automated test pipeline before deployment.

```mermaid
flowchart TD
classDef component fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#000;
classDef default fill:#e1f5fe,stroke:#03a9f4,stroke-width:2px,color:#000;

A[Start: Not 2026 Ready] --> B{Transition to Orchestration Framework}
B --> C{Implement I/O Validation Schemas}
C --> D{Introduce Semantic Caching}
D --> E{Establish Shared Context Memory DB}
E --> F{Ensure Zero-Approval Test Pipeline}
F --> G[End: 2026 Ready]

class A,G default
class B,C,D,E,F component
```

[Back to Top](#-ai-agent-orchestration-production-ready-best-practices)
14 changes: 14 additions & 0 deletions docs/vibe-coding-autonomous-testing-patterns.md
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Expand Up @@ -24,6 +24,20 @@ Traditional TDD/BDD relies heavily on human intuition. **Vibe Coding Autonomous
2. **LLM-Parseable Assertions:** Error outputs must be structured semantically for immediate agent ingestion.
3. **Self-Healing Selectors:** E2E testing relies on robust data-attributes instead of fragile DOM paths.

```mermaid
graph LR
classDef component fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#000;
classDef default fill:#e1f5fe,stroke:#03a9f4,stroke-width:2px,color:#000;

subgraph Key Paradigms for 2026
Mocking["Deterministic State Mocking"]
Assertions["LLM-Parseable Assertions"]
Selectors["Self-Healing Selectors"]
end

class Mocking,Assertions,Selectors component
```

---

## 🏗️ Visual Architecture: Autonomous Feedback Loop
Expand Down
29 changes: 29 additions & 0 deletions docs/vibe-coding-predictive-context-orchestration.md
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Expand Up @@ -20,6 +20,12 @@ Predictive Context Orchestration is a foundational 2026 paradigm within the Vibe

Unlike reactive context fetching (where an agent asks for files after throwing an error), **Predictive Orchestration** proactively maps the logical dependencies of a given instruction and loads the necessary constraints automatically.

| Aspect | Reactive Context | Predictive Orchestration |
|:---|:---|:---|
| **Timing** | After error/failure | Preemptively (before code gen) |
| **Mechanism** | Agent requests files | Proactively maps dependencies & loads constraints |
| **Outcome** | Fixes errors | Prevents errors, ensures determinism |

### 📊 Context Retrieval Lifecycle (Mermaid Flowchart)

```mermaid
Expand Down Expand Up @@ -125,5 +131,28 @@ To implement Predictive Context Orchestration in your Vibe Coding workflow, stri
- [ ] Enforce bi-directional dependency mapping so agents pre-fetch interfaces proactively.
- [ ] Validate AST schema rules using `vibe-check-runner.js` to ensure the structure is immune to agent hallucinations.

```mermaid
graph TD
subgraph Execution Mandates
A[Define Bounded Contexts & Interfaces]
B[Replace 'any' with 'unknown' & Type Guards]
C[Group Constraint Documentation]
D[Enforce Bi-directional Dependency Mapping]
E[Validate AST Schema Rules]
end

A -- contributes to --> F((Predictive Context Orchestration))
B -- contributes to --> F
C -- contributes to --> F
D -- contributes to --> F
E -- contributes to --> F

classDef component fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#000;
classDef default fill:#e1f5fe,stroke:#03a9f4,stroke-width:2px,color:#000;

class A,B,C,D,E component;
class F default;
```

---
> 🔙 Return to [Root Repository](../README.md)
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