diff --git a/_sidebar.md b/_sidebar.md index 17acc05..1f33be6 100644 --- a/_sidebar.md +++ b/_sidebar.md @@ -125,6 +125,7 @@ * [Architecture](backend/redis/architecture.md) * [Security best practices](backend/redis/security-best-practices.md) * **Docs** + * [Ai agent context boundary contracts](docs/ai-agent-context-boundary-contracts.md) * [Ai agent context injection pipelines](docs/ai-agent-context-injection-pipelines.md) * [Ai agent context pruning](docs/ai-agent-context-pruning.md) * [Ai agent dynamic context pruning](docs/ai-agent-dynamic-context-pruning.md) diff --git a/docs/ai-agent-context-boundary-contracts.md b/docs/ai-agent-context-boundary-contracts.md new file mode 100644 index 0000000..288ef8b --- /dev/null +++ b/docs/ai-agent-context-boundary-contracts.md @@ -0,0 +1,80 @@ +--- +technology: AI Agents +domain: Architecture +level: Senior/Architect +version: 2026.1.0 +tags: [ai-agent, context-boundary, vibe-coding, orchestration, deterministic-patterns] +ai_role: Architectural Strategist +last_updated: 2026-10-15 +--- + +> 📦 [best-practise](../README.md) / 📄 [docs](./) + +# 🤖 AI Agent Orchestration: Context Boundary Contracts + +In 2026, **Vibe Coding** requires enforcing strict boundaries around the context provided to multi-agent orchestrations. This document outlines the mandatory Context Boundary Contracts required to guarantee deterministic, hallucination-free generation by limiting agent awareness strictly to their required dependencies. + +--- + +## 🏗️ Architectural Foundations + +> [!IMPORTANT] +> Context boundaries MUST be enforced at the orchestration level. Permitting an agent to access unbounded context inevitably results in catastrophic O(n) latency degradation and hallucination scaling. + +### ❌ Bad Practice + +```typescript +// Injecting unrestricted context across the entire repository +async function initializeAgent(task: string) { + const globalContext: any = await fileSystem.readAllFiles('./src'); // Unbounded injection + return await LLM.execute(task, globalContext); +} +``` + +### ⚠️ Problem + +Injecting the complete repository state into an AI Agent's memory window creates massive token waste and dilutes focus. The usage of `any` disables static typing verification, creating severe hallucinations where agents mix concepts from disconnected modules. + +### ✅ Best Practice + +```typescript +import { z } from 'zod'; +import { ContextRouter } from '@vibe-coding/router'; + +const BoundarySchema = z.object({ + targetModule: z.string(), + allowedDependencies: z.array(z.string()).max(5), +}); + +async function initializeAgent(task: string, request: unknown): Promise { + const boundary = BoundarySchema.parse(request); + // O(1) resolution of specific domain context + const scopedContext = await ContextRouter.resolve(boundary.targetModule, boundary.allowedDependencies); + + await LLM.execute(task, scopedContext, { strict: true }); +} +``` + +### 🚀 Solution + +By enforcing a strict Zod schema for context retrieval and typing the input as `unknown`, we establish an impenetrable Context Boundary Contract. The agent receives only the exact module dependencies, making execution deterministic, O(1) in retrieval latency, and securely bounded against prompt injection. + +--- + +## 🔄 State-Space Boundary Flow + +```mermaid +stateDiagram-v2 + direction LR + [*] --> TaskInitiated + TaskInitiated --> ContextResolution : Extract Dependencies + ContextResolution --> BoundedExecution : Hydrate Specific Context + BoundedExecution --> OutputValidation : Strict Output Constraint + OutputValidation --> [*] : Success + + classDef component fill:#e8f5e9,stroke:#4caf50,stroke-width:2px,color:#000; + classDef default fill:#e1f5fe,stroke:#03a9f4,stroke-width:2px,color:#000; +``` + +> [!NOTE] +> Context boundaries are MANDATORY to achieve a 95%+ Fidelity Score in autonomous orchestration.